Dataset statistics
| Number of variables | 93 |
|---|---|
| Number of observations | 591 |
| Missing cells | 22495 |
| Missing cells (%) | 40.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 397.2 KiB |
| Average record size in memory | 688.2 B |
Variable types
| Categorical | 20 |
|---|---|
| DateTime | 1 |
| Boolean | 46 |
| Numeric | 26 |
study_no has a high cardinality: 75 distinct values | High cardinality |
medication_list has a high cardinality: 90 distinct values | High cardinality |
abdominal_pain_level is highly correlated with albumin and 2 other fields | High correlation |
albumin is highly correlated with abdominal_pain_level | High correlation |
haematocrit_percent is highly correlated with haemoglobin and 1 other fields | High correlation |
haemoglobin is highly correlated with haematocrit_percent | High correlation |
liver_size is highly correlated with abdominal_pain_level | High correlation |
lymphocytes_percent is highly correlated with vomiting_level | High correlation |
sbp is highly correlated with vomiting_level | High correlation |
vomiting_level is highly correlated with abdominal_pain_level and 3 other fields | High correlation |
day_from_enrolment is highly correlated with day_from_admission | High correlation |
day_from_admission is highly correlated with day_from_enrolment | High correlation |
abdominal_tenderness has 266 (45.0%) missing values | Missing |
albumin has 527 (89.2%) missing values | Missing |
alt has 510 (86.3%) missing values | Missing |
antibiotics has 337 (57.0%) missing values | Missing |
antibiotics_list has 549 (92.9%) missing values | Missing |
ast has 510 (86.3%) missing values | Missing |
bleeding has 302 (51.1%) missing values | Missing |
bleeding_vaginal has 8 (1.4%) missing values | Missing |
blood_fluid has 444 (75.1%) missing values | Missing |
body_temperature has 265 (44.8%) missing values | Missing |
colloid has 445 (75.3%) missing values | Missing |
colloid_description has 581 (98.3%) missing values | Missing |
conjunctival_injection has 265 (44.8%) missing values | Missing |
coronary_heart_disease has 520 (88.0%) missing values | Missing |
creatine_kinase has 555 (93.9%) missing values | Missing |
creatinine has 509 (86.1%) missing values | Missing |
crystalloid has 444 (75.1%) missing values | Missing |
crystalloid_description has 450 (76.1%) missing values | Missing |
dbp has 319 (54.0%) missing values | Missing |
fluid_reason_other has 444 (75.1%) missing values | Missing |
fluid_reason_other_description has 577 (97.6%) missing values | Missing |
haematocrit_high has 444 (75.1%) missing values | Missing |
haematocrit_percent has 256 (43.3%) missing values | Missing |
haemoglobin has 265 (44.8%) missing values | Missing |
hematemesis has 264 (44.7%) missing values | Missing |
hypertension has 519 (87.8%) missing values | Missing |
igg has 463 (78.3%) missing values | Missing |
igg_interpretation has 463 (78.3%) missing values | Missing |
igm has 463 (78.3%) missing values | Missing |
igm_interpretation has 463 (78.3%) missing values | Missing |
lethargy has 264 (44.7%) missing values | Missing |
liver_palpation has 265 (44.8%) missing values | Missing |
lymphadenopathy has 266 (45.0%) missing values | Missing |
lymphadenopathy_specification has 566 (95.8%) missing values | Missing |
lymphocytes_percent has 256 (43.3%) missing values | Missing |
medication has 338 (57.2%) missing values | Missing |
medication_list has 454 (76.8%) missing values | Missing |
melaena has 264 (44.7%) missing values | Missing |
monocytes_percent has 256 (43.3%) missing values | Missing |
neutrophils_percent has 257 (43.5%) missing values | Missing |
parental_fluid_volume has 445 (75.3%) missing values | Missing |
pcr_dengue_load has 519 (87.8%) missing values | Missing |
pcr_dengue_serotype has 24 (4.1%) missing values | Missing |
pharyngeal_injection has 266 (45.0%) missing values | Missing |
platelets has 444 (75.1%) missing values | Missing |
plt has 256 (43.3%) missing values | Missing |
pulse has 269 (45.5%) missing values | Missing |
rales_crackles has 264 (44.7%) missing values | Missing |
rehydration has 444 (75.1%) missing values | Missing |
renal_disease has 519 (87.8%) missing values | Missing |
respiratory_rate has 266 (45.0%) missing values | Missing |
restlessness has 264 (44.7%) missing values | Missing |
rhinitis has 265 (44.8%) missing values | Missing |
sbp has 265 (44.8%) missing values | Missing |
serology_interpretation has 519 (87.8%) missing values | Missing |
shock_resucitation has 444 (75.1%) missing values | Missing |
skin_describe has 579 (98.0%) missing values | Missing |
treatment_haemorrhage has 444 (75.1%) missing values | Missing |
vomiting has 82 (13.9%) missing values | Missing |
wbc has 256 (43.3%) missing values | Missing |
pcr_dengue_load has 21 (3.6%) zeros | Zeros |
day_from_enrolment has 72 (12.2%) zeros | Zeros |
day_from_admission has 72 (12.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-12 10:49:02.535065 |
|---|---|
| Analysis finished | 2021-02-12 10:50:10.598467 |
| Duration | 1 minute and 8.06 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
| Distinct | 75 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| 20-0708 | 12 |
|---|---|
| 20-0718 | 11 |
| 20-0707 | 11 |
| 20-0727 | 11 |
| 20-0705 | 11 |
| Other values (70) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.027072758 |
| Min length | 7 |
Characters and Unicode
| Total characters | 4153 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 20 - 0762 |
|---|---|
| 2nd row | 20 - 0762 |
| 3rd row | 20 - 0762 |
| 4th row | 20 - 0762 |
| 5th row | 20 - 0762 |
| Value | Count | Frequency (%) |
| 20-0708 | 12 | 2.0% |
| 20-0718 | 11 | 1.9% |
| 20-0707 | 11 | 1.9% |
| 20-0727 | 11 | 1.9% |
| 20-0705 | 11 | 1.9% |
| 20-0714 | 11 | 1.9% |
| 20-0737 | 11 | 1.9% |
| 20-0751 | 10 | 1.7% |
| 20-0748 | 10 | 1.7% |
| 20-0733 | 10 | 1.7% |
| Other values (65) | 483 |
| Value | Count | Frequency (%) |
| 20-0708 | 12 | 2.0% |
| 20-0718 | 11 | 1.8% |
| 20-0727 | 11 | 1.8% |
| 20-0707 | 11 | 1.8% |
| 20-0737 | 11 | 1.8% |
| 20-0714 | 11 | 1.8% |
| 20-0705 | 11 | 1.8% |
| 20-0767 | 10 | 1.6% |
| 20-0733 | 10 | 1.6% |
| 20-0742 | 10 | 1.6% |
| Other values (67) | 499 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 2 | 747 | |
| 7 | 698 | |
| - | 591 | |
| 1 | 153 | 3.7% |
| 3 | 136 | 3.3% |
| 6 | 132 | 3.2% |
| 5 | 124 | 3.0% |
| 4 | 121 | 2.9% |
| 8 | 65 | 1.6% |
| Other values (2) | 67 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3546 | |
| Dash Punctuation | 591 | 14.2% |
| Space Separator | 16 | 0.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 2 | 747 | |
| 7 | 698 | |
| 1 | 153 | 4.3% |
| 3 | 136 | 3.8% |
| 6 | 132 | 3.7% |
| 5 | 124 | 3.5% |
| 4 | 121 | 3.4% |
| 8 | 65 | 1.8% |
| 9 | 51 | 1.4% |
| Value | Count | Frequency (%) |
| 16 |
| Value | Count | Frequency (%) |
| - | 591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4153 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 2 | 747 | |
| 7 | 698 | |
| - | 591 | |
| 1 | 153 | 3.7% |
| 3 | 136 | 3.3% |
| 6 | 132 | 3.2% |
| 5 | 124 | 3.0% |
| 4 | 121 | 2.9% |
| 8 | 65 | 1.6% |
| Other values (2) | 67 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4153 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 2 | 747 | |
| 7 | 698 | |
| - | 591 | |
| 1 | 153 | 3.7% |
| 3 | 136 | 3.3% |
| 6 | 132 | 3.2% |
| 5 | 124 | 3.0% |
| 4 | 121 | 2.9% |
| 8 | 65 | 1.6% |
| Other values (2) | 67 | 1.6% |
date
Date
| Distinct | 175 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| Minimum | 2013-06-15 00:00:00 |
|---|---|
| Maximum | 2013-12-24 00:00:00 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| nan | |
|---|---|
| 1.0 | 18 |
| 3.0 | 4 |
| 2.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1773 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Value | Count | Frequency (%) |
| nan | 567 | |
| 1.0 | 18 | 3.0% |
| 3.0 | 4 | 0.7% |
| 2.0 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| nan | 567 | |
| 1.0 | 18 | 3.0% |
| 3.0 | 4 | 0.7% |
| 2.0 | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1134 | |
| a | 567 | |
| . | 24 | 1.4% |
| 0 | 24 | 1.4% |
| 1 | 18 | 1.0% |
| 3 | 4 | 0.2% |
| 2 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1701 | |
| Decimal Number | 48 | 2.7% |
| Other Punctuation | 24 | 1.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 18 | |
| 3 | 4 | 8.3% |
| 2 | 2 | 4.2% |
| Value | Count | Frequency (%) |
| n | 1134 | |
| a | 567 |
| Value | Count | Frequency (%) |
| . | 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1701 | |
| Common | 72 | 4.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 24 | |
| 0 | 24 | |
| 1 | 18 | |
| 3 | 4 | 5.6% |
| 2 | 2 | 2.8% |
| Value | Count | Frequency (%) |
| n | 1134 | |
| a | 567 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1773 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1134 | |
| a | 567 | |
| . | 24 | 1.4% |
| 0 | 24 | 1.4% |
| 1 | 18 | 1.0% |
| 3 | 4 | 0.2% |
| 2 | 2 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 266 |
| Missing (%) | 45.0% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 291 | |
| True | 34 | 5.8% |
| (Missing) | 266 |
age
Real number (ℝ≥0)
| Distinct | 37 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.98639456 |
|---|---|
| Minimum | 5 |
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 20 |
| median | 26 |
| Q3 | 36 |
| 95-th percentile | 56 |
| Maximum | 64 |
| Range | 59 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 13.59388398 |
|---|---|
| Coefficient of variation (CV) | 0.4533350602 |
| Kurtosis | -0.16922626 |
| Mean | 29.98639456 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.7861039106 |
| Sum | 17632 |
| Variance | 184.7936817 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 51 | 8.6% |
| 24 | 34 | 5.8% |
| 29 | 32 | 5.4% |
| 22 | 32 | 5.4% |
| 53 | 29 | 4.9% |
| 31 | 27 | 4.6% |
| 26 | 27 | 4.6% |
| 23 | 26 | 4.4% |
| 34 | 25 | 4.2% |
| 36 | 24 | 4.1% |
| Other values (27) | 281 |
| Value | Count | Frequency (%) |
| 5 | 7 | |
| 9 | 9 | |
| 11 | 12 | |
| 12 | 7 | |
| 14 | 10 |
| Value | Count | Frequency (%) |
| 64 | 9 | |
| 59 | 10 | |
| 58 | 9 | |
| 56 | 11 | |
| 55 | 7 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 32.8% |
| Missing | 527 |
| Missing (%) | 89.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.96875 |
|---|---|
| Minimum | 24 |
| Maximum | 51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 37.75 |
| median | 42 |
| Q3 | 46 |
| 95-th percentile | 50 |
| Maximum | 51 |
| Range | 27 |
| Interquartile range (IQR) | 8.25 |
Descriptive statistics
| Standard deviation | 6.480664159 |
|---|---|
| Coefficient of variation (CV) | 0.1581855477 |
| Kurtosis | 0.3350358426 |
| Mean | 40.96875 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.8170171315 |
| Sum | 2622 |
| Variance | 41.99900794 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 7 | 1.2% |
| 47 | 6 | 1.0% |
| 39 | 6 | 1.0% |
| 43 | 5 | 0.8% |
| 45 | 5 | 0.8% |
| 46 | 4 | 0.7% |
| 50 | 4 | 0.7% |
| 48 | 3 | 0.5% |
| 36 | 3 | 0.5% |
| 34 | 3 | 0.5% |
| Other values (11) | 18 | 3.0% |
| (Missing) | 527 |
| Value | Count | Frequency (%) |
| 24 | 1 | |
| 25 | 2 | |
| 28 | 2 | |
| 31 | 1 | |
| 32 | 1 |
| Value | Count | Frequency (%) |
| 51 | 1 | 0.2% |
| 50 | 4 | |
| 48 | 3 | |
| 47 | 6 | |
| 46 | 4 |
| Distinct | 54 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 510 |
| Missing (%) | 86.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.35802469 |
|---|---|
| Minimum | 8 |
| Maximum | 437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 29 |
| median | 38 |
| Q3 | 72 |
| 95-th percentile | 172 |
| Maximum | 437 |
| Range | 429 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 64.35221609 |
|---|---|
| Coefficient of variation (CV) | 1.048798693 |
| Kurtosis | 15.45445046 |
| Mean | 61.35802469 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 3.428885737 |
| Sum | 4970 |
| Variance | 4141.207716 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 5 | 0.8% |
| 20 | 4 | 0.7% |
| 30 | 4 | 0.7% |
| 38 | 4 | 0.7% |
| 29 | 4 | 0.7% |
| 17 | 3 | 0.5% |
| 69 | 2 | 0.3% |
| 47 | 2 | 0.3% |
| 26 | 2 | 0.3% |
| 12 | 2 | 0.3% |
| Other values (44) | 49 | 8.3% |
| (Missing) | 510 |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.2% |
| 12 | 2 | |
| 13 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 17 | 3 |
| Value | Count | Frequency (%) |
| 437 | 1 | |
| 289 | 1 | |
| 198 | 1 | |
| 180 | 1 | |
| 172 | 1 |
anemia
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True | 16 |
| Value | Count | Frequency (%) |
| False | 575 | |
| True | 16 | 2.7% |
anorexia
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 516 | |
| False | 75 | 12.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 337 |
| Missing (%) | 57.0% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 212 | |
| True | 42 | 7.1% |
| (Missing) | 337 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 549 |
| Missing (%) | 92.9% |
| Memory size | 4.7 KiB |
| AZITHROMYCIN | |
|---|---|
| CEFOPERAZONE+ SUNBACTAM | |
| AMPICILIN+SULBACTAM | |
| CEFTAZIDIME | |
| ROCEPHIN | |
| Other values (12) |
Length
| Max length | 36 |
|---|---|
| Median length | 12 |
| Mean length | 16.11904762 |
| Min length | 8 |
Characters and Unicode
| Total characters | 677 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | CEFTRYAXON, AZITHROMYCIN,DOXYCYCLIN |
|---|---|
| 2nd row | CEFTRIAXON, AZITHROMYCIN, DOXYCYCLIN |
| 3rd row | CEFTRIAXON, AZITHROMYCIN, DOXYCYLIN |
| 4th row | CEFTRIAXON, AZITHROMYCIN, DOXYCYCLIN |
| 5th row | CEFTRIAXON |
| Value | Count | Frequency (%) |
| AZITHROMYCIN | 6 | 1.0% |
| CEFOPERAZONE+ SUNBACTAM | 4 | 0.7% |
| AMPICILIN+SULBACTAM | 4 | 0.7% |
| CEFTAZIDIME | 4 | 0.7% |
| ROCEPHIN | 4 | 0.7% |
| SAVIAZIT | 3 | 0.5% |
| CEFTRIAXONE, DOXYCYCLIN | 3 | 0.5% |
| AZITROMYCIN | 3 | 0.5% |
| CEFTRIAXON, AZITHROMYCIN, DOXYCYCLIN | 2 | 0.3% |
| ERTAPENEM | 2 | 0.3% |
| Other values (7) | 7 | 1.2% |
| (Missing) | 549 |
| Value | Count | Frequency (%) |
| azithromycin | 9 | |
| doxycyclin | 6 | |
| sunbactam | 4 | 6.9% |
| ampicilin+sulbactam | 4 | 6.9% |
| cefoperazone | 4 | 6.9% |
| rocephin | 4 | 6.9% |
| ceftazidime | 4 | 6.9% |
| ceftriaxon | 4 | 6.9% |
| azitromycin | 3 | 5.2% |
| ceftriaxone | 3 | 5.2% |
| Other values (10) | 13 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 75 | 11.1% |
| C | 63 | 9.3% |
| A | 62 | 9.2% |
| N | 49 | 7.2% |
| E | 47 | 6.9% |
| O | 45 | 6.6% |
| T | 40 | 5.9% |
| R | 34 | 5.0% |
| M | 33 | 4.9% |
| Y | 30 | 4.4% |
| Other values (14) | 199 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 640 | |
| Space Separator | 16 | 2.4% |
| Other Punctuation | 13 | 1.9% |
| Math Symbol | 8 | 1.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| I | 75 | |
| C | 63 | 9.8% |
| A | 62 | 9.7% |
| N | 49 | 7.7% |
| E | 47 | 7.3% |
| O | 45 | 7.0% |
| T | 40 | 6.2% |
| R | 34 | 5.3% |
| M | 33 | 5.2% |
| Y | 30 | 4.7% |
| Other values (11) | 162 |
| Value | Count | Frequency (%) |
| , | 13 |
| Value | Count | Frequency (%) |
| 16 |
| Value | Count | Frequency (%) |
| + | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 640 | |
| Common | 37 | 5.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| I | 75 | |
| C | 63 | 9.8% |
| A | 62 | 9.7% |
| N | 49 | 7.7% |
| E | 47 | 7.3% |
| O | 45 | 7.0% |
| T | 40 | 6.2% |
| R | 34 | 5.3% |
| M | 33 | 5.2% |
| Y | 30 | 4.7% |
| Other values (11) | 162 |
| Value | Count | Frequency (%) |
| 16 | ||
| , | 13 | |
| + | 8 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 677 |
Most frequent character per block
| Value | Count | Frequency (%) |
| I | 75 | 11.1% |
| C | 63 | 9.3% |
| A | 62 | 9.2% |
| N | 49 | 7.2% |
| E | 47 | 6.9% |
| O | 45 | 6.6% |
| T | 40 | 5.9% |
| R | 34 | 5.0% |
| M | 33 | 4.9% |
| Y | 30 | 4.4% |
| Other values (14) | 199 |
ascites
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 35 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 553 | |
| True | 35 | 5.9% |
| (Missing) | 3 | 0.5% |
| Distinct | 58 |
|---|---|
| Distinct (%) | 71.6% |
| Missing | 510 |
| Missing (%) | 86.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.7654321 |
|---|---|
| Minimum | 17 |
| Maximum | 831 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 26 |
| median | 42 |
| Q3 | 76 |
| 95-th percentile | 352 |
| Maximum | 831 |
| Range | 814 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 129.1645531 |
|---|---|
| Coefficient of variation (CV) | 1.506021132 |
| Kurtosis | 17.30934205 |
| Mean | 85.7654321 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 3.887441517 |
| Sum | 6947 |
| Variance | 16683.48179 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 5 | 0.8% |
| 57 | 3 | 0.5% |
| 32 | 3 | 0.5% |
| 24 | 3 | 0.5% |
| 25 | 2 | 0.3% |
| 22 | 2 | 0.3% |
| 46 | 2 | 0.3% |
| 34 | 2 | 0.3% |
| 21 | 2 | 0.3% |
| 29 | 2 | 0.3% |
| Other values (48) | 55 | 9.3% |
| (Missing) | 510 |
| Value | Count | Frequency (%) |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 2 | |
| 21 | 2 |
| Value | Count | Frequency (%) |
| 831 | 1 | |
| 630 | 1 | |
| 408 | 1 | |
| 390 | 1 | |
| 352 | 1 |
asthma
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True | 17 |
| Value | Count | Frequency (%) |
| False | 574 | |
| True | 17 | 2.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 302 |
| Missing (%) | 51.1% |
| Memory size | 4.7 KiB |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 212 | |
| False | 77 | 13.0% |
| (Missing) | 302 |
bleeding_gum
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 39 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 549 | |
| True | 39 | 6.6% |
| (Missing) | 3 | 0.5% |
bleeding_nose
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 14 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 574 | |
| True | 14 | 2.4% |
| (Missing) | 3 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 8 |
| Missing (%) | 1.4% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 36 |
| (Missing) | 8 |
| Value | Count | Frequency (%) |
| False | 547 | |
| True | 36 | 6.1% |
| (Missing) | 8 | 1.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 146 | 24.7% |
| True | 1 | 0.2% |
| (Missing) | 444 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 265 |
| Missing (%) | 44.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.31717791 |
|---|---|
| Minimum | 35.3 |
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 35.3 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 36.5 |
| median | 37 |
| Q3 | 38.2 |
| 95-th percentile | 39.5 |
| Maximum | 40 |
| Range | 4.7 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.128789418 |
|---|---|
| Coefficient of variation (CV) | 0.03024852041 |
| Kurtosis | -0.6945074977 |
| Mean | 37.31717791 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 0.676671306 |
| Sum | 12165.4 |
| Variance | 1.27416555 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.5 | 38 | 6.4% |
| 37 | 28 | 4.7% |
| 36.8 | 25 | 4.2% |
| 39 | 20 | 3.4% |
| 36 | 19 | 3.2% |
| 36.2 | 17 | 2.9% |
| 36.4 | 13 | 2.2% |
| 39.5 | 12 | 2.0% |
| 38 | 11 | 1.9% |
| 36.7 | 11 | 1.9% |
| Other values (35) | 132 | |
| (Missing) | 265 |
| Value | Count | Frequency (%) |
| 35.3 | 2 | 0.3% |
| 35.5 | 1 | 0.2% |
| 35.6 | 1 | 0.2% |
| 35.8 | 5 | 0.8% |
| 36 | 19 |
| Value | Count | Frequency (%) |
| 40 | 2 | |
| 39.9 | 1 | 0.2% |
| 39.8 | 4 | |
| 39.7 | 1 | 0.2% |
| 39.6 | 2 |
bruising
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| True | 313 | |
| False | 275 | |
| (Missing) | 3 | 0.5% |
chronic_hepatitis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True | 11 |
| Value | Count | Frequency (%) |
| False | 580 | |
| True | 11 | 1.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 445 |
| Missing (%) | 75.3% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 11 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 135 | 22.8% |
| True | 11 | 1.9% |
| (Missing) | 445 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 581 |
| Missing (%) | 98.3% |
| Memory size | 4.7 KiB |
| D60 | |
|---|---|
| ALBUMIN | |
| REFORTAN 6% | |
| D60, ALBUMIN |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.9 |
| Min length | 3 |
Characters and Unicode
| Total characters | 59 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 20.0% |
Sample
| 1st row | ALBUMIN |
|---|---|
| 2nd row | ALBUMIN |
| 3rd row | ALBUMIN |
| 4th row | REFORTAN 6% |
| 5th row | D60, ALBUMIN |
| Value | Count | Frequency (%) |
| D60 | 5 | 0.8% |
| ALBUMIN | 3 | 0.5% |
| REFORTAN 6% | 1 | 0.2% |
| D60, ALBUMIN | 1 | 0.2% |
| (Missing) | 581 |
| Value | Count | Frequency (%) |
| d60 | 6 | |
| albumin | 4 | |
| 6 | 1 | 8.3% |
| refortan | 1 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 7 | |
| D | 6 | |
| 0 | 6 | |
| A | 5 | |
| N | 5 | |
| L | 4 | 6.8% |
| B | 4 | 6.8% |
| U | 4 | 6.8% |
| M | 4 | 6.8% |
| I | 4 | 6.8% |
| Other values (8) | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 42 | |
| Decimal Number | 13 | 22.0% |
| Space Separator | 2 | 3.4% |
| Other Punctuation | 2 | 3.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| D | 6 | |
| A | 5 | |
| N | 5 | |
| L | 4 | |
| B | 4 | |
| U | 4 | |
| M | 4 | |
| I | 4 | |
| R | 2 | 4.8% |
| E | 1 | 2.4% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 6 | 7 | |
| 0 | 6 |
| Value | Count | Frequency (%) |
| % | 1 | |
| , | 1 |
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 42 | |
| Common | 17 |
Most frequent character per script
| Value | Count | Frequency (%) |
| D | 6 | |
| A | 5 | |
| N | 5 | |
| L | 4 | |
| B | 4 | |
| U | 4 | |
| M | 4 | |
| I | 4 | |
| R | 2 | 4.8% |
| E | 1 | 2.4% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 6 | 7 | |
| 0 | 6 | |
| 2 | 11.8% | |
| % | 1 | 5.9% |
| , | 1 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 59 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 6 | 7 | |
| D | 6 | |
| 0 | 6 | |
| A | 5 | |
| N | 5 | |
| L | 4 | 6.8% |
| B | 4 | 6.8% |
| U | 4 | 6.8% |
| M | 4 | 6.8% |
| I | 4 | 6.8% |
| Other values (8) | 10 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 265 |
| Missing (%) | 44.8% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 263 | |
| True | 63 | 10.7% |
| (Missing) | 265 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 520 |
| Missing (%) | 88.0% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 70 | 11.8% |
| True | 1 | 0.2% |
| (Missing) | 520 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 555 |
| Missing (%) | 93.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.11111111 |
|---|---|
| Minimum | 27 |
| Maximum | 543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 42.75 |
| median | 57.5 |
| Q3 | 75.75 |
| 95-th percentile | 199.25 |
| Maximum | 543 |
| Range | 516 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 104.4051936 |
|---|---|
| Coefficient of variation (CV) | 1.256212222 |
| Kurtosis | 14.63012228 |
| Mean | 83.11111111 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 3.848977529 |
| Sum | 2992 |
| Variance | 10900.44444 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 2 | 0.3% |
| 58 | 2 | 0.3% |
| 35 | 2 | 0.3% |
| 95 | 1 | 0.2% |
| 47 | 1 | 0.2% |
| 32 | 1 | 0.2% |
| 42 | 1 | 0.2% |
| 81 | 1 | 0.2% |
| 75 | 1 | 0.2% |
| 69 | 1 | 0.2% |
| Other values (23) | 23 | 3.9% |
| (Missing) | 555 |
| Value | Count | Frequency (%) |
| 27 | 2 | |
| 31 | 1 | |
| 32 | 1 | |
| 35 | 2 | |
| 37 | 1 |
| Value | Count | Frequency (%) |
| 543 | 1 | |
| 449 | 1 | |
| 116 | 1 | |
| 100 | 1 | |
| 95 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 57.3% |
| Missing | 509 |
| Missing (%) | 86.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.06097561 |
|---|---|
| Minimum | 32 |
| Maximum | 446 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 51.1 |
| Q1 | 63 |
| median | 74 |
| Q3 | 89.25 |
| 95-th percentile | 112.9 |
| Maximum | 446 |
| Range | 414 |
| Interquartile range (IQR) | 26.25 |
Descriptive statistics
| Standard deviation | 59.23573904 |
|---|---|
| Coefficient of variation (CV) | 0.696391484 |
| Kurtosis | 29.51792775 |
| Mean | 85.06097561 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 5.21063045 |
| Sum | 6975 |
| Variance | 3508.872779 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 106 | 5 | 0.8% |
| 78 | 4 | 0.7% |
| 68 | 4 | 0.7% |
| 74 | 4 | 0.7% |
| 53 | 3 | 0.5% |
| 63 | 3 | 0.5% |
| 75 | 3 | 0.5% |
| 61 | 3 | 0.5% |
| 80 | 2 | 0.3% |
| 96 | 2 | 0.3% |
| Other values (37) | 49 | 8.3% |
| (Missing) | 509 |
| Value | Count | Frequency (%) |
| 32 | 1 | |
| 39 | 1 | |
| 47 | 1 | |
| 50 | 1 | |
| 51 | 1 |
| Value | Count | Frequency (%) |
| 446 | 1 | |
| 424 | 1 | |
| 144 | 1 | |
| 136 | 1 | |
| 113 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| True | |
|---|---|
| False | 6 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 141 | 23.9% |
| False | 6 | 1.0% |
| (Missing) | 444 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 450 |
| Missing (%) | 76.1% |
| Memory size | 4.7 KiB |
| RL | |
|---|---|
| NS | |
| RL,NS | 6 |
| NS, GLUCOSE 5% | 6 |
| DEXTROSE-NATRI | 4 |
| Other values (10) |
Length
| Max length | 15 |
|---|---|
| Median length | 2 |
| Mean length | 3.659574468 |
| Min length | 2 |
Characters and Unicode
| Total characters | 516 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 5.7% |
Sample
| 1st row | NS |
|---|---|
| 2nd row | NS |
| 3rd row | RL |
| 4th row | RL |
| 5th row | RL |
| Value | Count | Frequency (%) |
| RL | 99 | 16.8% |
| NS | 14 | 2.4% |
| RL,NS | 6 | 1.0% |
| NS, GLUCOSE 5% | 6 | 1.0% |
| DEXTROSE-NATRI | 4 | 0.7% |
| NS,RL | 2 | 0.3% |
| NS,GLUCOSE 5% | 2 | 0.3% |
| NS, RL | 1 | 0.2% |
| NS,GLUCOSE5% | 1 | 0.2% |
| NACL | 1 | 0.2% |
| Other values (5) | 5 | 0.8% |
| (Missing) | 450 |
| Value | Count | Frequency (%) |
| rl | 102 | |
| ns | 21 | 13.0% |
| 5 | 10 | 6.2% |
| glucose | 10 | 6.2% |
| rl,ns | 6 | 3.7% |
| dextrose-natri | 4 | 2.5% |
| ns,rl | 2 | 1.2% |
| ns,glucose | 2 | 1.2% |
| ns,glucose5 | 1 | 0.6% |
| ringer | 1 | 0.6% |
| Other values (2) | 2 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 125 | |
| R | 122 | |
| S | 49 | 9.5% |
| N | 39 | 7.6% |
| E | 23 | 4.5% |
| , | 21 | 4.1% |
| 20 | 3.9% | |
| O | 17 | 3.3% |
| G | 15 | 2.9% |
| C | 15 | 2.9% |
| Other values (9) | 70 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 449 | |
| Other Punctuation | 32 | 6.2% |
| Space Separator | 20 | 3.9% |
| Decimal Number | 11 | 2.1% |
| Dash Punctuation | 4 | 0.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| L | 125 | |
| R | 122 | |
| S | 49 | 10.9% |
| N | 39 | 8.7% |
| E | 23 | 5.1% |
| O | 17 | 3.8% |
| G | 15 | 3.3% |
| C | 15 | 3.3% |
| U | 13 | 2.9% |
| T | 10 | 2.2% |
| Other values (4) | 21 | 4.7% |
| Value | Count | Frequency (%) |
| , | 21 | |
| % | 11 |
| Value | Count | Frequency (%) |
| 20 |
| Value | Count | Frequency (%) |
| 5 | 11 |
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 449 | |
| Common | 67 | 13.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| L | 125 | |
| R | 122 | |
| S | 49 | 10.9% |
| N | 39 | 8.7% |
| E | 23 | 5.1% |
| O | 17 | 3.8% |
| G | 15 | 3.3% |
| C | 15 | 3.3% |
| U | 13 | 2.9% |
| T | 10 | 2.2% |
| Other values (4) | 21 | 4.7% |
| Value | Count | Frequency (%) |
| , | 21 | |
| 20 | ||
| 5 | 11 | |
| % | 11 | |
| - | 4 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 516 |
Most frequent character per block
| Value | Count | Frequency (%) |
| L | 125 | |
| R | 122 | |
| S | 49 | 9.5% |
| N | 39 | 7.6% |
| E | 23 | 4.5% |
| , | 21 | 4.1% |
| 20 | 3.9% | |
| O | 17 | 3.3% |
| G | 15 | 2.9% |
| C | 15 | 2.9% |
| Other values (9) | 70 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 319 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.98529412 |
|---|---|
| Minimum | 50 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 52.55 |
| Q1 | 60 |
| median | 65 |
| Q3 | 70 |
| 95-th percentile | 90 |
| Maximum | 100 |
| Range | 50 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 11.20324498 |
|---|---|
| Coefficient of variation (CV) | 0.1647892404 |
| Kurtosis | 1.012262986 |
| Mean | 67.98529412 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.079410189 |
| Sum | 18492 |
| Variance | 125.5126981 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 87 | 14.7% |
| 70 | 62 | 10.5% |
| 80 | 16 | 2.7% |
| 65 | 13 | 2.2% |
| 50 | 10 | 1.7% |
| 100 | 8 | 1.4% |
| 62 | 6 | 1.0% |
| 90 | 6 | 1.0% |
| 82 | 4 | 0.7% |
| 73 | 4 | 0.7% |
| Other values (29) | 56 | 9.5% |
| (Missing) | 319 |
| Value | Count | Frequency (%) |
| 50 | 10 | |
| 51 | 1 | 0.2% |
| 52 | 3 | 0.5% |
| 53 | 1 | 0.2% |
| 55 | 3 | 0.5% |
| Value | Count | Frequency (%) |
| 100 | 8 | |
| 99 | 1 | 0.2% |
| 98 | 2 | 0.3% |
| 96 | 2 | 0.3% |
| 90 | 6 |
diabetes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True | 15 |
| Value | Count | Frequency (%) |
| False | 576 | |
| True | 15 | 2.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 13 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 134 | 22.7% |
| True | 13 | 2.2% |
| (Missing) | 444 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 577 |
| Missing (%) | 97.6% |
| Memory size | 4.7 KiB |
| PHASE TRANSFER OF ANTIBIOTIC | |
|---|---|
| DIARRHEA | |
| SICK PATIENTS | |
| SOLVENT ANTIBIOTIC | |
| DECREASED PLATELETS | |
| Other values (2) |
Length
| Max length | 28 |
|---|---|
| Median length | 18 |
| Mean length | 17.28571429 |
| Min length | 7 |
Characters and Unicode
| Total characters | 242 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 21.4% |
Sample
| 1st row | SOLVENT ANTIBIOTIC |
|---|---|
| 2nd row | SOLVENT ANTIBIOTIC |
| 3rd row | ALBUMIN |
| 4th row | DECREASED PLATELETS |
| 5th row | PHASE TRANSFER OF ANTIBIOTIC |
| Value | Count | Frequency (%) |
| PHASE TRANSFER OF ANTIBIOTIC | 4 | 0.7% |
| DIARRHEA | 3 | 0.5% |
| SICK PATIENTS | 2 | 0.3% |
| SOLVENT ANTIBIOTIC | 2 | 0.3% |
| DECREASED PLATELETS | 1 | 0.2% |
| TRADITIONAL FORTEC | 1 | 0.2% |
| ALBUMIN | 1 | 0.2% |
| (Missing) | 577 |
| Value | Count | Frequency (%) |
| antibiotic | 6 | |
| phase | 4 | |
| transfer | 4 | |
| of | 4 | |
| diarrhea | 3 | |
| sick | 2 | 6.2% |
| solvent | 2 | 6.2% |
| patients | 2 | 6.2% |
| fortec | 1 | 3.1% |
| decreased | 1 | 3.1% |
| Other values (3) | 3 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 28 | |
| T | 27 | |
| A | 27 | |
| E | 21 | |
| 18 | 7.4% | |
| R | 17 | 7.0% |
| S | 16 | 6.6% |
| N | 16 | 6.6% |
| O | 14 | 5.8% |
| C | 10 | 4.1% |
| Other values (10) | 48 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 224 | |
| Space Separator | 18 | 7.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| I | 28 | |
| T | 27 | |
| A | 27 | |
| E | 21 | |
| R | 17 | |
| S | 16 | |
| N | 16 | |
| O | 14 | 6.2% |
| C | 10 | 4.5% |
| F | 9 | 4.0% |
| Other values (9) | 39 |
| Value | Count | Frequency (%) |
| 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 224 | |
| Common | 18 | 7.4% |
Most frequent character per script
| Value | Count | Frequency (%) |
| I | 28 | |
| T | 27 | |
| A | 27 | |
| E | 21 | |
| R | 17 | |
| S | 16 | |
| N | 16 | |
| O | 14 | 6.2% |
| C | 10 | 4.5% |
| F | 9 | 4.0% |
| Other values (9) | 39 |
| Value | Count | Frequency (%) |
| 18 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 242 |
Most frequent character per block
| Value | Count | Frequency (%) |
| I | 28 | |
| T | 27 | |
| A | 27 | |
| E | 21 | |
| 18 | 7.4% | |
| R | 17 | 7.0% |
| S | 16 | 6.6% |
| N | 16 | 6.6% |
| O | 14 | 5.8% |
| C | 10 | 4.1% |
| Other values (10) | 48 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.942176871 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2906 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
| Value | Count | Frequency (%) |
| Male | 311 | |
| Female | 277 | |
| (Missing) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| male | 311 | |
| female | 277 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 865 | |
| a | 588 | |
| l | 588 | |
| M | 311 | 10.7% |
| F | 277 | 9.5% |
| m | 277 | 9.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2318 | |
| Uppercase Letter | 588 | 20.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 865 | |
| a | 588 | |
| l | 588 | |
| m | 277 | 11.9% |
| Value | Count | Frequency (%) |
| M | 311 | |
| F | 277 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2906 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 865 | |
| a | 588 | |
| l | 588 | |
| M | 311 | 10.7% |
| F | 277 | 9.5% |
| m | 277 | 9.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2906 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 865 | |
| a | 588 | |
| l | 588 | |
| M | 311 | 10.7% |
| F | 277 | 9.5% |
| m | 277 | 9.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 26 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 121 | 20.5% |
| True | 26 | 4.4% |
| (Missing) | 444 |
| Distinct | 166 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 256 |
| Missing (%) | 43.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.53134328 |
|---|---|
| Minimum | 13.85 |
| Maximum | 54.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 13.85 |
|---|---|
| 5-th percentile | 33.14 |
| Q1 | 37.3 |
| median | 40.4 |
| Q3 | 43.75 |
| 95-th percentile | 47.425 |
| Maximum | 54.5 |
| Range | 40.65 |
| Interquartile range (IQR) | 6.45 |
Descriptive statistics
| Standard deviation | 4.78043696 |
|---|---|
| Coefficient of variation (CV) | 0.1179442025 |
| Kurtosis | 2.313238949 |
| Mean | 40.53134328 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | -0.3381302229 |
| Sum | 13578 |
| Variance | 22.85257753 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.1 | 8 | 1.4% |
| 41.6 | 7 | 1.2% |
| 39.8 | 6 | 1.0% |
| 43.5 | 6 | 1.0% |
| 42.4 | 5 | 0.8% |
| 35.5 | 5 | 0.8% |
| 42 | 5 | 0.8% |
| 39.1 | 5 | 0.8% |
| 40.7 | 5 | 0.8% |
| 40 | 4 | 0.7% |
| Other values (156) | 279 | |
| (Missing) | 256 |
| Value | Count | Frequency (%) |
| 13.85 | 1 | |
| 29.8 | 1 | |
| 30.6 | 1 | |
| 31.1 | 1 | |
| 31.3 | 1 |
| Value | Count | Frequency (%) |
| 54.5 | 1 | |
| 54 | 1 | |
| 53.1 | 1 | |
| 52.15 | 1 | |
| 51.6 | 1 |
| Distinct | 76 |
|---|---|
| Distinct (%) | 23.3% |
| Missing | 265 |
| Missing (%) | 44.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.7196319 |
|---|---|
| Minimum | 9.3 |
| Maximum | 18.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 9.3 |
|---|---|
| 5-th percentile | 10.9 |
| Q1 | 12.4 |
| median | 13.7 |
| Q3 | 15 |
| 95-th percentile | 16.3 |
| Maximum | 18.5 |
| Range | 9.2 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 1.738110695 |
|---|---|
| Coefficient of variation (CV) | 0.1266878519 |
| Kurtosis | -0.5064616875 |
| Mean | 13.7196319 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | -0.01823765764 |
| Sum | 4472.6 |
| Variance | 3.021028787 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.9 | 12 | 2.0% |
| 12.4 | 12 | 2.0% |
| 12.9 | 11 | 1.9% |
| 15.4 | 11 | 1.9% |
| 13.2 | 10 | 1.7% |
| 11.7 | 10 | 1.7% |
| 14.8 | 10 | 1.7% |
| 15 | 9 | 1.5% |
| 11.9 | 8 | 1.4% |
| 13.8 | 7 | 1.2% |
| Other values (66) | 226 | |
| (Missing) | 265 |
| Value | Count | Frequency (%) |
| 9.3 | 1 | 0.2% |
| 9.6 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 10.1 | 1 | 0.2% |
| 10.2 | 3 |
| Value | Count | Frequency (%) |
| 18.5 | 1 | |
| 18.3 | 1 | |
| 17.6 | 2 | |
| 17.4 | 1 | |
| 17.2 | 1 |
headache_level
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| nan | |
|---|---|
| 1.0 | 39 |
| 2.0 | 20 |
| 3.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1773 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Value | Count | Frequency (%) |
| nan | 527 | |
| 1.0 | 39 | 6.6% |
| 2.0 | 20 | 3.4% |
| 3.0 | 5 | 0.8% |
| Value | Count | Frequency (%) |
| nan | 527 | |
| 1.0 | 39 | 6.6% |
| 2.0 | 20 | 3.4% |
| 3.0 | 5 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 | |
| . | 64 | 3.6% |
| 0 | 64 | 3.6% |
| 1 | 39 | 2.2% |
| 2 | 20 | 1.1% |
| 3 | 5 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1581 | |
| Decimal Number | 128 | 7.2% |
| Other Punctuation | 64 | 3.6% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 64 | |
| 1 | 39 | |
| 2 | 20 | 15.6% |
| 3 | 5 | 3.9% |
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 |
| Value | Count | Frequency (%) |
| . | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1581 | |
| Common | 192 | 10.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 64 | |
| 0 | 64 | |
| 1 | 39 | |
| 2 | 20 | 10.4% |
| 3 | 5 | 2.6% |
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1773 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 | |
| . | 64 | 3.6% |
| 0 | 64 | 3.6% |
| 1 | 39 | 2.2% |
| 2 | 20 | 1.1% |
| 3 | 5 | 0.3% |
height
Real number (ℝ≥0)
| Distinct | 30 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 160.5969388 |
|---|---|
| Minimum | 110 |
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 145 |
| Q1 | 154 |
| median | 162 |
| Q3 | 168 |
| 95-th percentile | 180 |
| Maximum | 180 |
| Range | 70 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.2440387 |
|---|---|
| Coefficient of variation (CV) | 0.07001402882 |
| Kurtosis | 3.820133846 |
| Mean | 160.5969388 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -1.152379402 |
| Sum | 94431 |
| Variance | 126.4284063 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 59 | 10.0% |
| 168 | 54 | 9.1% |
| 170 | 46 | 7.8% |
| 150 | 42 | 7.1% |
| 152 | 35 | 5.9% |
| 180 | 32 | 5.4% |
| 163 | 29 | 4.9% |
| 155 | 28 | 4.7% |
| 162 | 26 | 4.4% |
| 158 | 20 | 3.4% |
| Other values (20) | 217 |
| Value | Count | Frequency (%) |
| 110 | 7 | |
| 130 | 9 | |
| 145 | 17 | |
| 146 | 7 | |
| 147 | 12 |
| Value | Count | Frequency (%) |
| 180 | 32 | |
| 179 | 8 | 1.4% |
| 176 | 8 | 1.4% |
| 174 | 8 | 1.4% |
| 172 | 9 | 1.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 264 |
| Missing (%) | 44.7% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 326 | |
| True | 1 | 0.2% |
| (Missing) | 264 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 519 |
| Missing (%) | 87.8% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 3 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 69 | 11.7% |
| True | 3 | 0.5% |
| (Missing) | 519 |
| Distinct | 112 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 463 |
| Missing (%) | 78.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.35148438 |
|---|---|
| Minimum | 0.78 |
| Maximum | 28.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 0.78 |
|---|---|
| 5-th percentile | 1.23 |
| Q1 | 7.2 |
| median | 21.95 |
| Q3 | 25.52 |
| 95-th percentile | 27.3855 |
| Maximum | 28.21 |
| Range | 27.43 |
| Interquartile range (IQR) | 18.32 |
Descriptive statistics
| Standard deviation | 9.52503978 |
|---|---|
| Coefficient of variation (CV) | 0.5489466823 |
| Kurtosis | -1.163393544 |
| Mean | 17.35148438 |
| Median Absolute Deviation (MAD) | 4.57 |
| Skewness | -0.666192067 |
| Sum | 2220.99 |
| Variance | 90.72638282 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.18 | 3 | 0.5% |
| 27.08 | 3 | 0.5% |
| 26.09 | 2 | 0.3% |
| 22 | 2 | 0.3% |
| 21.65 | 2 | 0.3% |
| 22.88 | 2 | 0.3% |
| 1.34 | 2 | 0.3% |
| 27 | 2 | 0.3% |
| 23.13 | 2 | 0.3% |
| 1.23 | 2 | 0.3% |
| Other values (102) | 106 | 17.9% |
| (Missing) | 463 |
| Value | Count | Frequency (%) |
| 0.78 | 1 | |
| 0.79 | 1 | |
| 0.86 | 1 | |
| 1.03 | 1 | |
| 1.04 | 1 |
| Value | Count | Frequency (%) |
| 28.21 | 1 | |
| 28.12 | 1 | |
| 27.89 | 1 | |
| 27.88 | 1 | |
| 27.62 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 463 |
| Missing (%) | 78.3% |
| Memory size | 4.7 KiB |
| Positive | |
|---|---|
| Negative | |
| Equivocal |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.140625 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1042 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Negative |
| 3rd row | Negative |
| 4th row | Negative |
| 5th row | Negative |
| Value | Count | Frequency (%) |
| Positive | 64 | 10.8% |
| Negative | 46 | 7.8% |
| Equivocal | 18 | 3.0% |
| (Missing) | 463 |
| Value | Count | Frequency (%) |
| positive | 64 | |
| negative | 46 | |
| equivocal | 18 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 192 | |
| e | 156 | |
| v | 128 | |
| t | 110 | |
| o | 82 | |
| P | 64 | 6.1% |
| s | 64 | 6.1% |
| a | 64 | 6.1% |
| N | 46 | 4.4% |
| g | 46 | 4.4% |
| Other values (5) | 90 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 914 | |
| Uppercase Letter | 128 | 12.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 192 | |
| e | 156 | |
| v | 128 | |
| t | 110 | |
| o | 82 | |
| s | 64 | 7.0% |
| a | 64 | 7.0% |
| g | 46 | 5.0% |
| q | 18 | 2.0% |
| u | 18 | 2.0% |
| Other values (2) | 36 | 3.9% |
| Value | Count | Frequency (%) |
| P | 64 | |
| N | 46 | |
| E | 18 | 14.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1042 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 192 | |
| e | 156 | |
| v | 128 | |
| t | 110 | |
| o | 82 | |
| P | 64 | 6.1% |
| s | 64 | 6.1% |
| a | 64 | 6.1% |
| N | 46 | 4.4% |
| g | 46 | 4.4% |
| Other values (5) | 90 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1042 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 192 | |
| e | 156 | |
| v | 128 | |
| t | 110 | |
| o | 82 | |
| P | 64 | 6.1% |
| s | 64 | 6.1% |
| a | 64 | 6.1% |
| N | 46 | 4.4% |
| g | 46 | 4.4% |
| Other values (5) | 90 |
| Distinct | 122 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 463 |
| Missing (%) | 78.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.87273438 |
|---|---|
| Minimum | 5.27 |
| Maximum | 45.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 5.27 |
|---|---|
| 5-th percentile | 6.3895 |
| Q1 | 13.5725 |
| median | 26.81 |
| Q3 | 37.3275 |
| 95-th percentile | 45.0995 |
| Maximum | 45.71 |
| Range | 40.44 |
| Interquartile range (IQR) | 23.755 |
Descriptive statistics
| Standard deviation | 13.44181229 |
|---|---|
| Coefficient of variation (CV) | 0.5195358208 |
| Kurtosis | -1.425192115 |
| Mean | 25.87273438 |
| Median Absolute Deviation (MAD) | 12.12 |
| Skewness | -0.05696820729 |
| Sum | 3311.71 |
| Variance | 180.6823177 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.1 | 2 | 0.3% |
| 26.81 | 2 | 0.3% |
| 29.24 | 2 | 0.3% |
| 45.68 | 2 | 0.3% |
| 36.26 | 2 | 0.3% |
| 45.08 | 2 | 0.3% |
| 24.99 | 1 | 0.2% |
| 25.46 | 1 | 0.2% |
| 44.91 | 1 | 0.2% |
| 12.03 | 1 | 0.2% |
| Other values (112) | 112 | 19.0% |
| (Missing) | 463 |
| Value | Count | Frequency (%) |
| 5.27 | 1 | |
| 5.56 | 1 | |
| 5.73 | 1 | |
| 6.1 | 2 | |
| 6.16 | 1 |
| Value | Count | Frequency (%) |
| 45.71 | 1 | |
| 45.68 | 2 | |
| 45.51 | 1 | |
| 45.34 | 1 | |
| 45.28 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 463 |
| Missing (%) | 78.3% |
| Memory size | 4.7 KiB |
| Positive | |
|---|---|
| Negative | |
| Equivocal | 4 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.03125 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1028 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Negative |
| 3rd row | Negative |
| 4th row | Equivocal |
| 5th row | Negative |
| Value | Count | Frequency (%) |
| Positive | 103 | 17.4% |
| Negative | 21 | 3.6% |
| Equivocal | 4 | 0.7% |
| (Missing) | 463 |
| Value | Count | Frequency (%) |
| positive | 103 | |
| negative | 21 | 16.4% |
| equivocal | 4 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 231 | |
| e | 145 | |
| v | 128 | |
| t | 124 | |
| o | 107 | |
| P | 103 | |
| s | 103 | |
| a | 25 | 2.4% |
| N | 21 | 2.0% |
| g | 21 | 2.0% |
| Other values (5) | 20 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 900 | |
| Uppercase Letter | 128 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 231 | |
| e | 145 | |
| v | 128 | |
| t | 124 | |
| o | 107 | |
| s | 103 | |
| a | 25 | 2.8% |
| g | 21 | 2.3% |
| q | 4 | 0.4% |
| u | 4 | 0.4% |
| Other values (2) | 8 | 0.9% |
| Value | Count | Frequency (%) |
| P | 103 | |
| N | 21 | 16.4% |
| E | 4 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1028 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 231 | |
| e | 145 | |
| v | 128 | |
| t | 124 | |
| o | 107 | |
| P | 103 | |
| s | 103 | |
| a | 25 | 2.4% |
| N | 21 | 2.0% |
| g | 21 | 2.0% |
| Other values (5) | 20 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1028 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 231 | |
| e | 145 | |
| v | 128 | |
| t | 124 | |
| o | 107 | |
| P | 103 | |
| s | 103 | |
| a | 25 | 2.4% |
| N | 21 | 2.0% |
| g | 21 | 2.0% |
| Other values (5) | 20 | 1.9% |
joint_pain_level
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| nan | |
|---|---|
| 1.0 | 32 |
| 2.0 | 8 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1773 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Value | Count | Frequency (%) |
| nan | 549 | |
| 1.0 | 32 | 5.4% |
| 2.0 | 8 | 1.4% |
| 3.0 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| nan | 549 | |
| 1.0 | 32 | 5.4% |
| 2.0 | 8 | 1.4% |
| 3.0 | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1098 | |
| a | 549 | |
| . | 42 | 2.4% |
| 0 | 42 | 2.4% |
| 1 | 32 | 1.8% |
| 2 | 8 | 0.5% |
| 3 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1647 | |
| Decimal Number | 84 | 4.7% |
| Other Punctuation | 42 | 2.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 32 | |
| 2 | 8 | 9.5% |
| 3 | 2 | 2.4% |
| Value | Count | Frequency (%) |
| n | 1098 | |
| a | 549 |
| Value | Count | Frequency (%) |
| . | 42 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1647 | |
| Common | 126 | 7.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 42 | |
| 0 | 42 | |
| 1 | 32 | |
| 2 | 8 | 6.3% |
| 3 | 2 | 1.6% |
| Value | Count | Frequency (%) |
| n | 1098 | |
| a | 549 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1773 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1098 | |
| a | 549 | |
| . | 42 | 2.4% |
| 0 | 42 | 2.4% |
| 1 | 32 | 1.8% |
| 2 | 8 | 0.5% |
| 3 | 2 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 264 |
| Missing (%) | 44.7% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 4 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 323 | |
| True | 4 | 0.7% |
| (Missing) | 264 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 265 |
| Missing (%) | 44.8% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 16 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 310 | |
| True | 16 | 2.7% |
| (Missing) | 265 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| nan | |
|---|---|
| 2.0 | 13 |
| 1.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1773 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Value | Count | Frequency (%) |
| nan | 575 | |
| 2.0 | 13 | 2.2% |
| 1.0 | 3 | 0.5% |
| Value | Count | Frequency (%) |
| nan | 575 | |
| 2.0 | 13 | 2.2% |
| 1.0 | 3 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1150 | |
| a | 575 | |
| . | 16 | 0.9% |
| 0 | 16 | 0.9% |
| 2 | 13 | 0.7% |
| 1 | 3 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1725 | |
| Decimal Number | 32 | 1.8% |
| Other Punctuation | 16 | 0.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 2 | 13 | |
| 1 | 3 | 9.4% |
| Value | Count | Frequency (%) |
| n | 1150 | |
| a | 575 |
| Value | Count | Frequency (%) |
| . | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1725 | |
| Common | 48 | 2.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 16 | |
| 0 | 16 | |
| 2 | 13 | |
| 1 | 3 | 6.2% |
| Value | Count | Frequency (%) |
| n | 1150 | |
| a | 575 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1773 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1150 | |
| a | 575 | |
| . | 16 | 0.9% |
| 0 | 16 | 0.9% |
| 2 | 13 | 0.7% |
| 1 | 3 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 266 |
| Missing (%) | 45.0% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 25 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 300 | |
| True | 25 | 4.2% |
| (Missing) | 266 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 566 |
| Missing (%) | 95.8% |
| Memory size | 4.7 KiB |
| 1.0 | |
|---|---|
| Cervical |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.4 |
| Min length | 3 |
Characters and Unicode
| Total characters | 110 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cervical |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | Cervical |
| 5th row | 1.0 |
| Value | Count | Frequency (%) |
| 1.0 | 18 | 3.0% |
| Cervical | 7 | 1.2% |
| (Missing) | 566 |
| Value | Count | Frequency (%) |
| 1.0 | 18 | |
| cervical | 7 | 28.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 18 | |
| . | 18 | |
| 0 | 18 | |
| C | 7 | 6.4% |
| e | 7 | 6.4% |
| r | 7 | 6.4% |
| v | 7 | 6.4% |
| i | 7 | 6.4% |
| c | 7 | 6.4% |
| a | 7 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 49 | |
| Decimal Number | 36 | |
| Other Punctuation | 18 | 16.4% |
| Uppercase Letter | 7 | 6.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 7 | |
| r | 7 | |
| v | 7 | |
| i | 7 | |
| c | 7 | |
| a | 7 | |
| l | 7 |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 0 | 18 |
| Value | Count | Frequency (%) |
| C | 7 |
| Value | Count | Frequency (%) |
| . | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 56 | |
| Common | 54 |
Most frequent character per script
| Value | Count | Frequency (%) |
| C | 7 | |
| e | 7 | |
| r | 7 | |
| v | 7 | |
| i | 7 | |
| c | 7 | |
| a | 7 | |
| l | 7 |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| . | 18 | |
| 0 | 18 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 110 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 18 | |
| . | 18 | |
| 0 | 18 | |
| C | 7 | 6.4% |
| e | 7 | 6.4% |
| r | 7 | 6.4% |
| v | 7 | 6.4% |
| i | 7 | 6.4% |
| c | 7 | 6.4% |
| a | 7 | 6.4% |
| Distinct | 255 |
|---|---|
| Distinct (%) | 76.1% |
| Missing | 256 |
| Missing (%) | 43.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.9880597 |
|---|---|
| Minimum | 4.1 |
| Maximum | 77.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 4.1 |
|---|---|
| 5-th percentile | 14.67 |
| Q1 | 29.15 |
| median | 41.5 |
| Q3 | 51.9 |
| 95-th percentile | 65.9 |
| Maximum | 77.7 |
| Range | 73.6 |
| Interquartile range (IQR) | 22.75 |
Descriptive statistics
| Standard deviation | 15.29407073 |
|---|---|
| Coefficient of variation (CV) | 0.3731347822 |
| Kurtosis | -0.6521699417 |
| Mean | 40.9880597 |
| Median Absolute Deviation (MAD) | 11.4 |
| Skewness | -0.04490356914 |
| Sum | 13731 |
| Variance | 233.9085995 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 45.7 | 4 | 0.7% |
| 19.5 | 4 | 0.7% |
| 38 | 3 | 0.5% |
| 49.9 | 3 | 0.5% |
| 32 | 3 | 0.5% |
| 34.8 | 3 | 0.5% |
| 43.1 | 3 | 0.5% |
| 23.3 | 3 | 0.5% |
| 52.5 | 3 | 0.5% |
| 56.7 | 3 | 0.5% |
| Other values (245) | 303 | |
| (Missing) | 256 |
| Value | Count | Frequency (%) |
| 4.1 | 1 | |
| 4.8 | 1 | |
| 6.4 | 1 | |
| 9.4 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 77.7 | 1 | |
| 71.5 | 1 | |
| 70.5 | 2 | |
| 70.3 | 1 | |
| 70.2 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 338 |
| Missing (%) | 57.2% |
| Memory size | 4.7 KiB |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 135 | 22.8% |
| False | 118 | 20.0% |
| (Missing) | 338 |
| Distinct | 90 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 454 |
| Missing (%) | 76.8% |
| Memory size | 4.7 KiB |
| A | |
|---|---|
| H: PANTOPRAZOL | 5 |
| A,H: SMECTA | 4 |
| F | 3 |
| H;LORATADIN | 3 |
| Other values (85) |
Length
| Max length | 55 |
|---|---|
| Median length | 14 |
| Mean length | 16.15328467 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2213 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 73 ? |
|---|---|
| Unique (%) | 53.3% |
Sample
| 1st row | H; PIRACETAM, CIGENOL,VITAMIN C |
|---|---|
| 2nd row | A, H:PIRACETAM |
| 3rd row | A, H: PIRACETAM |
| 4th row | H: PIRACETAM, OMEPRAZOL |
| 5th row | H: PIRACETAM, OMEPRAZOLE |
| Value | Count | Frequency (%) |
| A | 24 | 4.1% |
| H: PANTOPRAZOL | 5 | 0.8% |
| A,H: SMECTA | 4 | 0.7% |
| F | 3 | 0.5% |
| H;LORATADIN | 3 | 0.5% |
| H:GASTROLIUM, PANTOPRAZOLE,ACID TRANEXAMID | 3 | 0.5% |
| H: DIPHENHYDRAMIN HYDROCLORID | 2 | 0.3% |
| D | 2 | 0.3% |
| H: CIGENOL | 2 | 0.3% |
| H: DOXYCYCLIN, | 2 | 0.3% |
| Other values (80) | 87 | 14.7% |
| (Missing) | 454 |
| Value | Count | Frequency (%) |
| h | 40 | 15.7% |
| a | 32 | 12.5% |
| a,h | 11 | 4.3% |
| pantoprazol | 9 | 3.5% |
| piracetam | 5 | 2.0% |
| smecta | 5 | 2.0% |
| d | 5 | 2.0% |
| omeprazole | 5 | 2.0% |
| omeprazol | 4 | 1.6% |
| pantoprazole,acid | 4 | 1.6% |
| Other values (76) | 135 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 290 | 13.1% |
| O | 167 | 7.5% |
| I | 137 | 6.2% |
| E | 134 | 6.1% |
| R | 126 | 5.7% |
| 119 | 5.4% | |
| T | 117 | 5.3% |
| H | 116 | 5.2% |
| L | 111 | 5.0% |
| N | 104 | 4.7% |
| Other values (22) | 792 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1894 | |
| Other Punctuation | 197 | 8.9% |
| Space Separator | 119 | 5.4% |
| Decimal Number | 2 | 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 290 | |
| O | 167 | 8.8% |
| I | 137 | 7.2% |
| E | 134 | 7.1% |
| R | 126 | 6.7% |
| T | 117 | 6.2% |
| H | 116 | 6.1% |
| L | 111 | 5.9% |
| N | 104 | 5.5% |
| M | 99 | 5.2% |
| Other values (14) | 493 |
| Value | Count | Frequency (%) |
| , | 102 | |
| : | 75 | |
| ; | 18 | 9.1% |
| . | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0 | 1 |
| Value | Count | Frequency (%) |
| 119 |
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1894 | |
| Common | 319 | 14.4% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 290 | |
| O | 167 | 8.8% |
| I | 137 | 7.2% |
| E | 134 | 7.1% |
| R | 126 | 6.7% |
| T | 117 | 6.2% |
| H | 116 | 6.1% |
| L | 111 | 5.9% |
| N | 104 | 5.5% |
| M | 99 | 5.2% |
| Other values (14) | 493 |
| Value | Count | Frequency (%) |
| 119 | ||
| , | 102 | |
| : | 75 | |
| ; | 18 | 5.6% |
| . | 2 | 0.6% |
| - | 1 | 0.3% |
| 1 | 1 | 0.3% |
| 0 | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2213 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 290 | 13.1% |
| O | 167 | 7.5% |
| I | 137 | 6.2% |
| E | 134 | 6.1% |
| R | 126 | 5.7% |
| 119 | 5.4% | |
| T | 117 | 5.3% |
| H | 116 | 5.2% |
| L | 111 | 5.0% |
| N | 104 | 4.7% |
| Other values (22) | 792 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 264 |
| Missing (%) | 44.7% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 326 | |
| True | 1 | 0.2% |
| (Missing) | 264 |
| Distinct | 179 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 256 |
| Missing (%) | 43.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.49791045 |
|---|---|
| Minimum | 2.4 |
| Maximum | 60.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 2.4 |
|---|---|
| 5-th percentile | 6.64 |
| Q1 | 10.7 |
| median | 14.9 |
| Q3 | 19.05 |
| 95-th percentile | 33.67 |
| Maximum | 60.9 |
| Range | 58.5 |
| Interquartile range (IQR) | 8.35 |
Descriptive statistics
| Standard deviation | 8.829551724 |
|---|---|
| Coefficient of variation (CV) | 0.5351921234 |
| Kurtosis | 5.174629379 |
| Mean | 16.49791045 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | 1.941601728 |
| Sum | 5526.8 |
| Variance | 77.96098364 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.6 | 6 | 1.0% |
| 13 | 5 | 0.8% |
| 14.8 | 5 | 0.8% |
| 11.9 | 5 | 0.8% |
| 13.9 | 5 | 0.8% |
| 11.8 | 4 | 0.7% |
| 9.4 | 4 | 0.7% |
| 9.2 | 4 | 0.7% |
| 11.2 | 4 | 0.7% |
| 15.3 | 4 | 0.7% |
| Other values (169) | 289 | |
| (Missing) | 256 |
| Value | Count | Frequency (%) |
| 2.4 | 1 | |
| 2.6 | 1 | |
| 4.6 | 1 | |
| 4.8 | 1 | |
| 5.4 | 1 |
| Value | Count | Frequency (%) |
| 60.9 | 1 | |
| 53.3 | 1 | |
| 52.3 | 1 | |
| 51.2 | 2 | |
| 47.9 | 1 |
muscle_pain_level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| nan | |
|---|---|
| 1.0 | 50 |
| 2.0 | 14 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1773 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Value | Count | Frequency (%) |
| nan | 527 | |
| 1.0 | 50 | 8.5% |
| 2.0 | 14 | 2.4% |
| Value | Count | Frequency (%) |
| nan | 527 | |
| 1.0 | 50 | 8.5% |
| 2.0 | 14 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 | |
| . | 64 | 3.6% |
| 0 | 64 | 3.6% |
| 1 | 50 | 2.8% |
| 2 | 14 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1581 | |
| Decimal Number | 128 | 7.2% |
| Other Punctuation | 64 | 3.6% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 64 | |
| 1 | 50 | |
| 2 | 14 | 10.9% |
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 |
| Value | Count | Frequency (%) |
| . | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1581 | |
| Common | 192 | 10.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 64 | |
| 0 | 64 | |
| 1 | 50 | |
| 2 | 14 | 7.3% |
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1773 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1054 | |
| a | 527 | |
| . | 64 | 3.6% |
| 0 | 64 | 3.6% |
| 1 | 50 | 2.8% |
| 2 | 14 | 0.8% |
| Distinct | 255 |
|---|---|
| Distinct (%) | 76.3% |
| Missing | 257 |
| Missing (%) | 43.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.20688623 |
|---|---|
| Minimum | 10.5 |
| Maximum | 90.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 10.5 |
|---|---|
| 5-th percentile | 15.965 |
| Q1 | 26.875 |
| median | 38.5 |
| Q3 | 51.075 |
| 95-th percentile | 71.87 |
| Maximum | 90.2 |
| Range | 79.7 |
| Interquartile range (IQR) | 24.2 |
Descriptive statistics
| Standard deviation | 17.20698704 |
|---|---|
| Coefficient of variation (CV) | 0.427961194 |
| Kurtosis | -0.4490802495 |
| Mean | 40.20688623 |
| Median Absolute Deviation (MAD) | 12.35 |
| Skewness | 0.4591597173 |
| Sum | 13429.1 |
| Variance | 296.0804029 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.8 | 4 | 0.7% |
| 25.5 | 3 | 0.5% |
| 31.5 | 3 | 0.5% |
| 25.1 | 3 | 0.5% |
| 58.9 | 3 | 0.5% |
| 21 | 3 | 0.5% |
| 35.7 | 3 | 0.5% |
| 55.6 | 3 | 0.5% |
| 38.6 | 3 | 0.5% |
| 46.1 | 3 | 0.5% |
| Other values (245) | 303 | |
| (Missing) | 257 |
| Value | Count | Frequency (%) |
| 10.5 | 1 | |
| 10.7 | 1 | |
| 11.1 | 2 | |
| 11.6 | 2 | |
| 11.8 | 1 |
| Value | Count | Frequency (%) |
| 90.2 | 1 | |
| 86.5 | 1 | |
| 81.2 | 1 | |
| 79.5 | 2 | |
| 78.3 | 2 |
oedema_pulmonary
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 19 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 569 | |
| True | 19 | 3.2% |
| (Missing) | 3 | 0.5% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 40.4% |
| Missing | 445 |
| Missing (%) | 75.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1095.291096 |
|---|---|
| Minimum | 100 |
| Maximum | 5850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 332.25 |
| Q1 | 644.125 |
| median | 1000 |
| Q3 | 1000 |
| 95-th percentile | 2529.75 |
| Maximum | 5850 |
| Range | 5750 |
| Interquartile range (IQR) | 355.875 |
Descriptive statistics
| Standard deviation | 766.3389314 |
|---|---|
| Coefficient of variation (CV) | 0.6996669052 |
| Kurtosis | 11.53956114 |
| Mean | 1095.291096 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | 2.80300881 |
| Sum | 159912.5 |
| Variance | 587275.3578 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000 | 61 | 10.3% |
| 500 | 20 | 3.4% |
| 3500 | 3 | 0.5% |
| 1060 | 2 | 0.3% |
| 820 | 2 | 0.3% |
| 100 | 2 | 0.3% |
| 1500 | 2 | 0.3% |
| 880 | 2 | 0.3% |
| 1250 | 2 | 0.3% |
| 187 | 1 | 0.2% |
| Other values (49) | 49 | 8.3% |
| (Missing) | 445 |
| Value | Count | Frequency (%) |
| 100 | 2 | |
| 150 | 1 | |
| 187 | 1 | |
| 200 | 1 | |
| 250 | 1 |
| Value | Count | Frequency (%) |
| 5850 | 1 | 0.2% |
| 3600 | 1 | 0.2% |
| 3500 | 3 | |
| 3025 | 1 | 0.2% |
| 2833 | 1 | 0.2% |
pcr_dengue_interpretation
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| Lab-confirmed Dengue | |
|---|---|
| Not Dengue | 2 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.96615905 |
| Min length | 10 |
Characters and Unicode
| Total characters | 11800 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lab-confirmed Dengue |
|---|---|
| 2nd row | Lab-confirmed Dengue |
| 3rd row | Lab-confirmed Dengue |
| 4th row | Lab-confirmed Dengue |
| 5th row | Lab-confirmed Dengue |
| Value | Count | Frequency (%) |
| Lab-confirmed Dengue | 589 | |
| Not Dengue | 2 | 0.3% |
| Value | Count | Frequency (%) |
| dengue | 591 | |
| lab-confirmed | 589 | |
| not | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1771 | |
| n | 1180 | 10.0% |
| o | 591 | 5.0% |
| 591 | 5.0% | |
| D | 591 | 5.0% |
| g | 591 | 5.0% |
| u | 591 | 5.0% |
| L | 589 | 5.0% |
| a | 589 | 5.0% |
| b | 589 | 5.0% |
| Other values (9) | 4127 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9438 | |
| Uppercase Letter | 1182 | 10.0% |
| Space Separator | 591 | 5.0% |
| Dash Punctuation | 589 | 5.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 1771 | |
| n | 1180 | |
| o | 591 | 6.3% |
| g | 591 | 6.3% |
| u | 591 | 6.3% |
| a | 589 | 6.2% |
| b | 589 | 6.2% |
| c | 589 | 6.2% |
| f | 589 | 6.2% |
| i | 589 | 6.2% |
| Other values (4) | 1769 |
| Value | Count | Frequency (%) |
| D | 591 | |
| L | 589 | |
| N | 2 | 0.2% |
| Value | Count | Frequency (%) |
| - | 589 |
| Value | Count | Frequency (%) |
| 591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10620 | |
| Common | 1180 | 10.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 1771 | |
| n | 1180 | |
| o | 591 | 5.6% |
| D | 591 | 5.6% |
| g | 591 | 5.6% |
| u | 591 | 5.6% |
| L | 589 | 5.5% |
| a | 589 | 5.5% |
| b | 589 | 5.5% |
| c | 589 | 5.5% |
| Other values (7) | 2949 |
| Value | Count | Frequency (%) |
| 591 | ||
| - | 589 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11800 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 1771 | |
| n | 1180 | 10.0% |
| o | 591 | 5.0% |
| 591 | 5.0% | |
| D | 591 | 5.0% |
| g | 591 | 5.0% |
| u | 591 | 5.0% |
| L | 589 | 5.0% |
| a | 589 | 5.0% |
| b | 589 | 5.0% |
| Other values (9) | 4127 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 519 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161132294.9 |
|---|---|
| Minimum | 0 |
| Maximum | 4080000000 |
| Zeros | 21 |
| Zeros (%) | 3.6% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 144500 |
| Q3 | 7728571.75 |
| 95-th percentile | 595500000 |
| Maximum | 4080000000 |
| Range | 4080000000 |
| Interquartile range (IQR) | 7728571.75 |
Descriptive statistics
| Standard deviation | 678494348.1 |
|---|---|
| Coefficient of variation (CV) | 4.210790572 |
| Kurtosis | 28.62976761 |
| Mean | 161132294.9 |
| Median Absolute Deviation (MAD) | 144500 |
| Skewness | 5.331735494 |
| Sum | 1.160152523 × 1010 |
| Variance | 4.603545804 × 1017 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21 | 3.6% |
| 43900000 | 1 | 0.2% |
| 35200 | 1 | 0.2% |
| 47300000 | 1 | 0.2% |
| 4303571 | 1 | 0.2% |
| 277000000 | 1 | 0.2% |
| 1580000 | 1 | 0.2% |
| 7440 | 1 | 0.2% |
| 5333333 | 1 | 0.2% |
| 76200 | 1 | 0.2% |
| Other values (42) | 42 | 7.1% |
| (Missing) | 519 |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1740 | 1 | 0.2% |
| 3060 | 1 | 0.2% |
| 3580 | 1 | 0.2% |
| 4720 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 4080000000 | 1 | |
| 3930000000 | 1 | |
| 1255952381 | 1 | |
| 601000000 | 1 | |
| 591000000 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 24 |
| Missing (%) | 4.1% |
| Memory size | 4.7 KiB |
| <LOD | |
|---|---|
| DENV-3 | |
| DENV-4 | |
| DENV-1 | |
| DENV-2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.435626102 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3082 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <LOD |
|---|---|
| 2nd row | <LOD |
| 3rd row | <LOD |
| 4th row | <LOD |
| 5th row | <LOD |
| Value | Count | Frequency (%) |
| <LOD | 160 | |
| DENV-3 | 141 | |
| DENV-4 | 105 | |
| DENV-1 | 88 | |
| DENV-2 | 73 | |
| (Missing) | 24 | 4.1% |
| Value | Count | Frequency (%) |
| lod | 160 | |
| denv-3 | 141 | |
| denv-4 | 105 | |
| denv-1 | 88 | |
| denv-2 | 73 |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 567 | |
| E | 407 | |
| N | 407 | |
| V | 407 | |
| - | 407 | |
| < | 160 | 5.2% |
| L | 160 | 5.2% |
| O | 160 | 5.2% |
| 3 | 141 | 4.6% |
| 4 | 105 | 3.4% |
| Other values (2) | 161 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2108 | |
| Dash Punctuation | 407 | 13.2% |
| Decimal Number | 407 | 13.2% |
| Math Symbol | 160 | 5.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| D | 567 | |
| E | 407 | |
| N | 407 | |
| V | 407 | |
| L | 160 | 7.6% |
| O | 160 | 7.6% |
| Value | Count | Frequency (%) |
| 3 | 141 | |
| 4 | 105 | |
| 1 | 88 | |
| 2 | 73 |
| Value | Count | Frequency (%) |
| < | 160 |
| Value | Count | Frequency (%) |
| - | 407 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2108 | |
| Common | 974 |
Most frequent character per script
| Value | Count | Frequency (%) |
| - | 407 | |
| < | 160 | 16.4% |
| 3 | 141 | 14.5% |
| 4 | 105 | 10.8% |
| 1 | 88 | 9.0% |
| 2 | 73 | 7.5% |
| Value | Count | Frequency (%) |
| D | 567 | |
| E | 407 | |
| N | 407 | |
| V | 407 | |
| L | 160 | 7.6% |
| O | 160 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3082 |
Most frequent character per block
| Value | Count | Frequency (%) |
| D | 567 | |
| E | 407 | |
| N | 407 | |
| V | 407 | |
| - | 407 | |
| < | 160 | 5.2% |
| L | 160 | 5.2% |
| O | 160 | 5.2% |
| 3 | 141 | 4.6% |
| 4 | 105 | 3.4% |
| Other values (2) | 161 | 5.2% |
peptic_ulcer
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 520 | |
| True | 71 | 12.0% |
petechiae
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 459 | |
| True | 129 | 21.8% |
| (Missing) | 3 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 266 |
| Missing (%) | 45.0% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 285 | |
| True | 40 | 6.8% |
| (Missing) | 266 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 10 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 137 | 23.2% |
| True | 10 | 1.7% |
| (Missing) | 444 |
pleural_effusion
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 50 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 538 | |
| True | 50 | 8.5% |
| (Missing) | 3 | 0.5% |
| Distinct | 168 |
|---|---|
| Distinct (%) | 50.1% |
| Missing | 256 |
| Missing (%) | 43.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.6444776 |
|---|---|
| Minimum | 9 |
| Maximum | 687 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 15.7 |
| Q1 | 39.5 |
| median | 72 |
| Q3 | 123 |
| 95-th percentile | 321.3 |
| Maximum | 687 |
| Range | 678 |
| Interquartile range (IQR) | 83.5 |
Descriptive statistics
| Standard deviation | 99.63932963 |
|---|---|
| Coefficient of variation (CV) | 0.9613568608 |
| Kurtosis | 6.474535472 |
| Mean | 103.6444776 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 2.272372525 |
| Sum | 34720.9 |
| Variance | 9927.99601 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 7 | 1.2% |
| 63 | 7 | 1.2% |
| 84 | 7 | 1.2% |
| 30 | 6 | 1.0% |
| 58 | 6 | 1.0% |
| 69 | 6 | 1.0% |
| 88 | 5 | 0.8% |
| 17 | 5 | 0.8% |
| 24 | 4 | 0.7% |
| 37 | 4 | 0.7% |
| Other values (158) | 278 | |
| (Missing) | 256 |
| Value | Count | Frequency (%) |
| 9 | 2 | |
| 10 | 2 | |
| 11 | 2 | |
| 12 | 3 | |
| 13.9 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 687 | 1 | |
| 532 | 1 | |
| 503 | 2 | |
| 439 | 1 | |
| 433 | 2 |
pregnant
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True | 11 |
| Value | Count | Frequency (%) |
| False | 580 | |
| True | 11 | 1.9% |
| Distinct | 55 |
|---|---|
| Distinct (%) | 17.1% |
| Missing | 269 |
| Missing (%) | 45.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.13043478 |
|---|---|
| Minimum | 52 |
| Maximum | 125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 60.1 |
| Q1 | 72 |
| median | 80 |
| Q3 | 88 |
| 95-th percentile | 100 |
| Maximum | 125 |
| Range | 73 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.17685381 |
|---|---|
| Coefficient of variation (CV) | 0.151962907 |
| Kurtosis | 0.2604565193 |
| Mean | 80.13043478 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.4032746933 |
| Sum | 25802 |
| Variance | 148.2757687 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 34 | 5.8% |
| 70 | 24 | 4.1% |
| 75 | 18 | 3.0% |
| 88 | 16 | 2.7% |
| 90 | 13 | 2.2% |
| 78 | 13 | 2.2% |
| 74 | 12 | 2.0% |
| 85 | 12 | 2.0% |
| 65 | 9 | 1.5% |
| 84 | 8 | 1.4% |
| Other values (45) | 163 | |
| (Missing) | 269 |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.2% |
| 55 | 1 | 0.2% |
| 56 | 1 | 0.2% |
| 57 | 3 | |
| 58 | 2 |
| Value | Count | Frequency (%) |
| 125 | 1 | |
| 118 | 1 | |
| 114 | 1 | |
| 110 | 2 | |
| 109 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 264 |
| Missing (%) | 44.7% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 5 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 322 | |
| True | 5 | 0.8% |
| (Missing) | 264 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| True | |
|---|---|
| False | 12 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 135 | 22.8% |
| False | 12 | 2.0% |
| (Missing) | 444 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 519 |
| Missing (%) | 87.8% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 71 | 12.0% |
| True | 1 | 0.2% |
| (Missing) | 519 |
respiratory_distress
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 8 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 580 | |
| True | 8 | 1.4% |
| (Missing) | 3 | 0.5% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 266 |
| Missing (%) | 45.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.65846154 |
|---|---|
| Minimum | 15 |
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 18 |
| median | 20 |
| Q3 | 20 |
| 95-th percentile | 23 |
| Maximum | 28 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.797708788 |
|---|---|
| Coefficient of variation (CV) | 0.09144707403 |
| Kurtosis | 2.232740174 |
| Mean | 19.65846154 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.104787419 |
| Sum | 6389 |
| Variance | 3.231756885 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 137 | |
| 18 | 104 | 17.6% |
| 22 | 24 | 4.1% |
| 19 | 23 | 3.9% |
| 23 | 10 | 1.7% |
| 24 | 8 | 1.4% |
| 21 | 5 | 0.8% |
| 16 | 4 | 0.7% |
| 17 | 3 | 0.5% |
| 25 | 3 | 0.5% |
| Other values (3) | 4 | 0.7% |
| (Missing) | 266 |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.2% |
| 16 | 4 | 0.7% |
| 17 | 3 | 0.5% |
| 18 | 104 | |
| 19 | 23 | 3.9% |
| Value | Count | Frequency (%) |
| 28 | 1 | 0.2% |
| 26 | 2 | 0.3% |
| 25 | 3 | 0.5% |
| 24 | 8 | |
| 23 | 10 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 264 |
| Missing (%) | 44.7% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 3 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 324 | |
| True | 3 | 0.5% |
| (Missing) | 264 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 265 |
| Missing (%) | 44.8% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 5 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 321 | |
| True | 5 | 0.8% |
| (Missing) | 265 |
| Distinct | 63 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 265 |
| Missing (%) | 44.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.76380368 |
|---|---|
| Minimum | 50 |
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 90 |
| median | 100 |
| Q3 | 110 |
| 95-th percentile | 130 |
| Maximum | 150 |
| Range | 100 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 20.43246383 |
|---|---|
| Coefficient of variation (CV) | 0.2068821073 |
| Kurtosis | -0.2560608251 |
| Mean | 98.76380368 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.494139485 |
| Sum | 32197 |
| Variance | 417.4855781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 62 | 10.5% |
| 110 | 54 | 9.1% |
| 120 | 23 | 3.9% |
| 90 | 17 | 2.9% |
| 130 | 13 | 2.2% |
| 60 | 12 | 2.0% |
| 70 | 8 | 1.4% |
| 105 | 8 | 1.4% |
| 73 | 5 | 0.8% |
| 95 | 5 | 0.8% |
| Other values (53) | 119 | |
| (Missing) | 265 |
| Value | Count | Frequency (%) |
| 50 | 2 | |
| 55 | 1 | 0.2% |
| 57 | 2 | |
| 58 | 3 | |
| 59 | 4 |
| Value | Count | Frequency (%) |
| 150 | 2 | |
| 145 | 1 | |
| 136 | 1 | |
| 135 | 1 | |
| 133 | 2 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 519 |
| Missing (%) | 87.8% |
| Memory size | 4.7 KiB |
| Probable Secondary | |
|---|---|
| Inconclusive | |
| Probable primary |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 15.25 |
| Min length | 12 |
Characters and Unicode
| Total characters | 1098 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inconclusive |
|---|---|
| 2nd row | Inconclusive |
| 3rd row | Inconclusive |
| 4th row | Inconclusive |
| 5th row | Inconclusive |
| Value | Count | Frequency (%) |
| Probable Secondary | 35 | 5.9% |
| Inconclusive | 31 | 5.2% |
| Probable primary | 6 | 1.0% |
| (Missing) | 519 |
| Value | Count | Frequency (%) |
| probable | 41 | |
| secondary | 35 | |
| inconclusive | 31 | |
| primary | 6 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 107 | 9.7% |
| e | 107 | 9.7% |
| n | 97 | 8.8% |
| c | 97 | 8.8% |
| r | 88 | 8.0% |
| b | 82 | 7.5% |
| a | 82 | 7.5% |
| l | 72 | 6.6% |
| P | 41 | 3.7% |
| 41 | 3.7% | |
| Other values (10) | 284 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 950 | |
| Uppercase Letter | 107 | 9.7% |
| Space Separator | 41 | 3.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 107 | |
| e | 107 | |
| n | 97 | |
| c | 97 | |
| r | 88 | |
| b | 82 | |
| a | 82 | |
| l | 72 | |
| y | 41 | 4.3% |
| i | 37 | 3.9% |
| Other values (6) | 140 |
| Value | Count | Frequency (%) |
| P | 41 | |
| S | 35 | |
| I | 31 |
| Value | Count | Frequency (%) |
| 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1057 | |
| Common | 41 | 3.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 107 | |
| e | 107 | |
| n | 97 | 9.2% |
| c | 97 | 9.2% |
| r | 88 | 8.3% |
| b | 82 | 7.8% |
| a | 82 | 7.8% |
| l | 72 | 6.8% |
| P | 41 | 3.9% |
| y | 41 | 3.9% |
| Other values (9) | 243 |
| Value | Count | Frequency (%) |
| 41 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1098 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 107 | 9.7% |
| e | 107 | 9.7% |
| n | 97 | 8.8% |
| c | 97 | 8.8% |
| r | 88 | 8.0% |
| b | 82 | 7.5% |
| a | 82 | 7.5% |
| l | 72 | 6.6% |
| P | 41 | 3.7% |
| 41 | 3.7% | |
| Other values (10) | 284 |
shock
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 719.0 B |
| False | |
|---|---|
| True | 23 |
| Value | Count | Frequency (%) |
| False | 568 | |
| True | 23 | 3.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 4 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 143 | 24.2% |
| True | 4 | 0.7% |
| (Missing) | 444 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 41.7% |
| Missing | 579 |
| Missing (%) | 98.0% |
| Memory size | 4.7 KiB |
| MACULAR | |
|---|---|
| RECOVERY | |
| MACULOPAPULAR | |
| MACULER | |
| MACULAR |
Length
| Max length | 13 |
|---|---|
| Median length | 7.5 |
| Mean length | 8.333333333 |
| Min length | 7 |
Characters and Unicode
| Total characters | 100 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | MACULOPAPULAR |
|---|---|
| 2nd row | MACULOPAPULAR |
| 3rd row | MACULAR |
| 4th row | RECOVERY |
| 5th row | MACULAR |
| Value | Count | Frequency (%) |
| MACULAR | 5 | 0.8% |
| RECOVERY | 3 | 0.5% |
| MACULOPAPULAR | 2 | 0.3% |
| MACULER | 1 | 0.2% |
| MACULAR | 1 | 0.2% |
| (Missing) | 579 |
| Value | Count | Frequency (%) |
| macular | 6 | |
| recovery | 3 | |
| maculopapular | 2 | 16.7% |
| maculer | 1 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 19 | |
| R | 15 | |
| C | 12 | |
| U | 11 | |
| L | 11 | |
| M | 9 | |
| E | 7 | 7.0% |
| O | 5 | 5.0% |
| P | 4 | 4.0% |
| V | 3 | 3.0% |
| Other values (2) | 4 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 99 | |
| Space Separator | 1 | 1.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 19 | |
| R | 15 | |
| C | 12 | |
| U | 11 | |
| L | 11 | |
| M | 9 | |
| E | 7 | 7.1% |
| O | 5 | 5.1% |
| P | 4 | 4.0% |
| V | 3 | 3.0% |
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 99 | |
| Common | 1 | 1.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 19 | |
| R | 15 | |
| C | 12 | |
| U | 11 | |
| L | 11 | |
| M | 9 | |
| E | 7 | 7.1% |
| O | 5 | 5.1% |
| P | 4 | 4.0% |
| V | 3 | 3.0% |
| Value | Count | Frequency (%) |
| 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 19 | |
| R | 15 | |
| C | 12 | |
| U | 11 | |
| L | 11 | |
| M | 9 | |
| E | 7 | 7.0% |
| O | 5 | 5.0% |
| P | 4 | 4.0% |
| V | 3 | 3.0% |
| Other values (2) | 4 | 4.0% |
skin_flush
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 307 | |
| True | 281 | |
| (Missing) | 3 | 0.5% |
skin_rash
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 435 | |
| True | 153 | 25.9% |
| (Missing) | 3 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 444 |
| Missing (%) | 75.1% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 146 | 24.7% |
| True | 1 | 0.2% |
| (Missing) | 444 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 82 |
| Missing (%) | 13.9% |
| Memory size | 4.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 331 | |
| True | 178 | |
| (Missing) | 82 | 13.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 KiB |
| nan | |
|---|---|
| 1.0 | 18 |
| 2.0 | 12 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1773 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Value | Count | Frequency (%) |
| nan | 560 | |
| 1.0 | 18 | 3.0% |
| 2.0 | 12 | 2.0% |
| 3.0 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| nan | 560 | |
| 1.0 | 18 | 3.0% |
| 2.0 | 12 | 2.0% |
| 3.0 | 1 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1120 | |
| a | 560 | |
| . | 31 | 1.7% |
| 0 | 31 | 1.7% |
| 1 | 18 | 1.0% |
| 2 | 12 | 0.7% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1680 | |
| Decimal Number | 62 | 3.5% |
| Other Punctuation | 31 | 1.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 18 | |
| 2 | 12 | 19.4% |
| 3 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| n | 1120 | |
| a | 560 |
| Value | Count | Frequency (%) |
| . | 31 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1680 | |
| Common | 93 | 5.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 31 | |
| 0 | 31 | |
| 1 | 18 | |
| 2 | 12 | 12.9% |
| 3 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| n | 1120 | |
| a | 560 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1773 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1120 | |
| a | 560 | |
| . | 31 | 1.7% |
| 0 | 31 | 1.7% |
| 1 | 18 | 1.0% |
| 2 | 12 | 0.7% |
| 3 | 1 | 0.1% |
| Distinct | 92 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 256 |
| Missing (%) | 43.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.848656716 |
|---|---|
| Minimum | 0.9 |
| Maximum | 41.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 3 |
| median | 4.3 |
| Q3 | 5.7 |
| 95-th percentile | 9.6 |
| Maximum | 41.6 |
| Range | 40.7 |
| Interquartile range (IQR) | 2.7 |
Descriptive statistics
| Standard deviation | 3.140901171 |
|---|---|
| Coefficient of variation (CV) | 0.6477879039 |
| Kurtosis | 55.96581435 |
| Mean | 4.848656716 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 5.377124519 |
| Sum | 1624.3 |
| Variance | 9.865260166 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.2 | 11 | 1.9% |
| 3.8 | 10 | 1.7% |
| 2.7 | 9 | 1.5% |
| 3.6 | 9 | 1.5% |
| 3.7 | 8 | 1.4% |
| 3.9 | 8 | 1.4% |
| 4.7 | 8 | 1.4% |
| 2.6 | 8 | 1.4% |
| 4.6 | 8 | 1.4% |
| 4.9 | 8 | 1.4% |
| Other values (82) | 248 | |
| (Missing) | 256 |
| Value | Count | Frequency (%) |
| 0.9 | 1 | |
| 1 | 1 | |
| 1.1 | 2 | |
| 1.3 | 2 | |
| 1.4 | 1 |
| Value | Count | Frequency (%) |
| 41.6 | 1 | |
| 15.2 | 1 | |
| 14 | 1 | |
| 13.9 | 1 | |
| 13.7 | 1 |
weight
Real number (ℝ≥0)
| Distinct | 32 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.55612245 |
|---|---|
| Minimum | 18 |
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 45 |
| median | 53 |
| Q3 | 64 |
| 95-th percentile | 76 |
| Maximum | 110 |
| Range | 92 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.18142053 |
|---|---|
| Coefficient of variation (CV) | 0.2599418707 |
| Kurtosis | 2.758404468 |
| Mean | 54.55612245 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.8828774741 |
| Sum | 32079 |
| Variance | 201.1126882 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 65 | 11.0% |
| 42 | 44 | 7.4% |
| 55 | 41 | 6.9% |
| 57 | 38 | 6.4% |
| 52 | 34 | 5.8% |
| 70 | 30 | 5.1% |
| 45 | 28 | 4.7% |
| 65 | 27 | 4.6% |
| 56 | 26 | 4.4% |
| 66 | 21 | 3.6% |
| Other values (22) | 234 |
| Value | Count | Frequency (%) |
| 18 | 7 | 1.2% |
| 25 | 9 | |
| 35 | 15 | |
| 37 | 20 | |
| 39 | 12 |
| Value | Count | Frequency (%) |
| 110 | 8 | |
| 96 | 8 | |
| 80 | 9 | |
| 76 | 8 | |
| 74 | 8 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.35204082 |
|---|---|
| Minimum | -4384 |
| Maximum | 2916 |
| Zeros | 72 |
| Zeros (%) | 12.2% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -4384 |
|---|---|
| 5-th percentile | -5 |
| Q1 | -1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 13.65 |
| Maximum | 2916 |
| Range | 7300 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 345.5254846 |
|---|---|
| Coefficient of variation (CV) | -30.43730112 |
| Kurtosis | 139.4564457 |
| Mean | -11.35204082 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -9.062738667 |
| Sum | -6675 |
| Variance | 119387.8605 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72 | |
| 1 | 70 | |
| 2 | 67 | |
| -1 | 64 | |
| 3 | 58 | |
| 4 | 46 | |
| -2 | 36 | 6.1% |
| -4 | 26 | 4.4% |
| -3 | 25 | 4.2% |
| -5 | 22 | 3.7% |
| Other values (34) | 102 |
| Value | Count | Frequency (%) |
| -4384 | 1 | |
| -4382 | 1 | |
| -4380 | 1 | |
| -92 | 1 | |
| -88 | 1 |
| Value | Count | Frequency (%) |
| 2916 | 1 | |
| 1827 | 1 | |
| 733 | 1 | |
| 369 | 1 | |
| 63 | 1 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -10.31122449 |
|---|---|
| Minimum | -4381 |
| Maximum | 2918 |
| Zeros | 72 |
| Zeros (%) | 12.2% |
| Memory size | 4.7 KiB |
Quantile statistics
| Minimum | -4381 |
|---|---|
| 5-th percentile | -4 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 14.65 |
| Maximum | 2918 |
| Range | 7299 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 345.497666 |
|---|---|
| Coefficient of variation (CV) | -33.50694831 |
| Kurtosis | 139.4380418 |
| Mean | -10.31122449 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -9.059465789 |
| Sum | -6063 |
| Variance | 119368.6372 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72 | |
| 2 | 69 | |
| 3 | 68 | |
| 1 | 67 | |
| 4 | 58 | |
| 5 | 44 | |
| -1 | 35 | 5.9% |
| -3 | 25 | 4.2% |
| -2 | 24 | 4.1% |
| -4 | 24 | 4.1% |
| Other values (32) | 102 |
| Value | Count | Frequency (%) |
| -4381 | 2 | |
| -4379 | 1 | |
| -91 | 1 | |
| -88 | 1 | |
| -23 | 1 |
| Value | Count | Frequency (%) |
| 2918 | 1 | |
| 1828 | 1 | |
| 734 | 1 | |
| 370 | 1 | |
| 64 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| study_no | date | abdominal_pain_level | abdominal_tenderness | age | albumin | alt | anemia | anorexia | antibiotics | antibiotics_list | ascites | ast | asthma | bleeding | bleeding_gum | bleeding_nose | bleeding_vaginal | blood_fluid | body_temperature | bruising | chronic_hepatitis | colloid | colloid_description | conjunctival_injection | coronary_heart_disease | creatine_kinase | creatinine | crystalloid | crystalloid_description | dbp | diabetes | fluid_reason_other | fluid_reason_other_description | gender | haematocrit_high | haematocrit_percent | haemoglobin | headache_level | height | hematemesis | hypertension | igg | igg_interpretation | igm | igm_interpretation | joint_pain_level | lethargy | liver_palpation | liver_size | lymphadenopathy | lymphadenopathy_specification | lymphocytes_percent | medication | medication_list | melaena | monocytes_percent | muscle_pain_level | neutrophils_percent | oedema_pulmonary | parental_fluid_volume | pcr_dengue_interpretation | pcr_dengue_load | pcr_dengue_serotype | peptic_ulcer | petechiae | pharyngeal_injection | platelets | pleural_effusion | plt | pregnant | pulse | rales_crackles | rehydration | renal_disease | respiratory_distress | respiratory_rate | restlessness | rhinitis | sbp | serology_interpretation | shock | shock_resucitation | skin_describe | skin_flush | skin_rash | treatment_haemorrhage | vomiting | vomiting_level | wbc | weight | day_from_enrolment | day_from_admission | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20 - 0762 | 2013-11-16 | NaN | NaN | 19.0 | NaN | NaN | False | True | NaN | NaN | False | NaN | False | NaN | False | False | False | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | 2.0 | 180.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | True | False | NaN | True | NaN | NaN | 56.0 | -2.0 | -1.0 |
| 1 | 20 - 0762 | 2013-11-17 | NaN | NaN | 19.0 | NaN | NaN | False | True | NaN | NaN | False | NaN | False | NaN | False | False | False | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | NaN | 180.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | True | False | NaN | True | NaN | NaN | 56.0 | -1.0 | 0.0 |
| 2 | 20 - 0762 | 2013-11-18 | NaN | False | 19.0 | NaN | 26.0 | False | True | NaN | NaN | False | 32.0 | False | NaN | False | False | False | NaN | 38.5 | False | False | NaN | NaN | True | False | NaN | 106.0 | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | 42.0 | 13.8 | NaN | 180.0 | False | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 19.5 | NaN | NaN | False | 18.4 | NaN | 61.7 | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | False | NaN | False | 142.0 | False | 67.0 | False | NaN | False | False | 20.0 | False | False | 61.0 | NaN | False | NaN | NaN | True | False | NaN | True | NaN | 4.6 | 56.0 | 0.0 | 1.0 |
| 3 | 20 - 0762 | 2013-11-19 | NaN | False | 19.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | True | False | False | NaN | 39.0 | True | False | NaN | NaN | True | NaN | NaN | NaN | NaN | NaN | 73.0 | False | NaN | NaN | Male | NaN | 45.4 | 14.8 | NaN | 180.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 26.0 | False | NaN | False | 13.9 | NaN | 59.7 | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | False | NaN | False | 114.0 | False | 64.0 | False | NaN | NaN | False | 20.0 | False | False | 121.0 | NaN | False | NaN | NaN | True | False | NaN | True | NaN | 2.2 | 56.0 | 1.0 | 2.0 |
| 4 | 20 - 0762 | 2013-11-20 | NaN | False | 19.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | False | False | False | NaN | 39.5 | True | False | NaN | NaN | True | NaN | NaN | NaN | NaN | NaN | 70.0 | False | NaN | NaN | Male | NaN | 45.6 | 14.9 | NaN | 180.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 23.3 | False | NaN | False | 13.7 | NaN | 62.1 | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | False | NaN | False | 84.0 | False | 65.0 | False | NaN | NaN | False | 20.0 | False | False | 120.0 | NaN | False | NaN | NaN | True | False | NaN | True | NaN | 2.8 | 56.0 | 2.0 | 3.0 |
| 5 | 20 - 0762 | 2013-11-21 | NaN | False | 19.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | False | False | False | NaN | 39.0 | True | False | NaN | NaN | True | NaN | NaN | NaN | NaN | NaN | 62.0 | False | NaN | NaN | Male | NaN | 47.2 | 15.4 | NaN | 180.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 19.5 | False | NaN | False | 46.3 | NaN | 32.8 | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | False | NaN | False | 39.0 | False | 105.0 | False | NaN | NaN | False | 21.0 | False | False | 105.0 | NaN | False | NaN | NaN | True | False | NaN | True | 1.0 | 4.7 | 56.0 | 3.0 | 4.0 |
| 6 | 20 - 0762 | 2013-11-22 | NaN | False | 19.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | True | True | False | NaN | 37.0 | True | False | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | 82.0 | False | NaN | NaN | Male | NaN | 48.2 | 15.6 | NaN | 180.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 27.8 | False | NaN | False | 51.2 | NaN | 16.3 | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | False | NaN | False | 37.0 | False | 63.0 | False | NaN | NaN | False | 22.0 | False | False | 133.0 | NaN | False | NaN | NaN | True | True | NaN | True | NaN | 5.6 | 56.0 | 4.0 | 5.0 |
| 7 | 20 - 0762 | 2013-11-25 | NaN | False | 19.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | False | False | False | NaN | 35.8 | True | False | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | 70.0 | False | NaN | NaN | Male | NaN | 41.0 | 13.8 | NaN | 180.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 45.9 | False | NaN | False | 23.3 | NaN | 23.0 | False | NaN | Lab-confirmed Dengue | NaN | NaN | False | False | False | NaN | False | 196.0 | False | 76.0 | False | NaN | NaN | False | 20.0 | False | False | 110.0 | NaN | False | NaN | NaN | True | True | NaN | True | NaN | 4.9 | 56.0 | 7.0 | 8.0 |
| 8 | 20-0700 | 2013-06-26 | NaN | NaN | 17.0 | NaN | NaN | False | True | NaN | NaN | False | NaN | False | NaN | False | False | False | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | NaN | 180.0 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | Lab-confirmed Dengue | NaN | <LOD | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | False | True | NaN | NaN | NaN | NaN | 110.0 | -7.0 | -5.0 |
| 9 | 20-0700 | 2013-06-27 | NaN | NaN | 17.0 | NaN | NaN | False | True | NaN | NaN | False | NaN | False | NaN | False | False | False | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | 2.0 | 180.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | Lab-confirmed Dengue | NaN | <LOD | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | False | True | NaN | NaN | NaN | NaN | 110.0 | -6.0 | -4.0 |
Last rows
| study_no | date | abdominal_pain_level | abdominal_tenderness | age | albumin | alt | anemia | anorexia | antibiotics | antibiotics_list | ascites | ast | asthma | bleeding | bleeding_gum | bleeding_nose | bleeding_vaginal | blood_fluid | body_temperature | bruising | chronic_hepatitis | colloid | colloid_description | conjunctival_injection | coronary_heart_disease | creatine_kinase | creatinine | crystalloid | crystalloid_description | dbp | diabetes | fluid_reason_other | fluid_reason_other_description | gender | haematocrit_high | haematocrit_percent | haemoglobin | headache_level | height | hematemesis | hypertension | igg | igg_interpretation | igm | igm_interpretation | joint_pain_level | lethargy | liver_palpation | liver_size | lymphadenopathy | lymphadenopathy_specification | lymphocytes_percent | medication | medication_list | melaena | monocytes_percent | muscle_pain_level | neutrophils_percent | oedema_pulmonary | parental_fluid_volume | pcr_dengue_interpretation | pcr_dengue_load | pcr_dengue_serotype | peptic_ulcer | petechiae | pharyngeal_injection | platelets | pleural_effusion | plt | pregnant | pulse | rales_crackles | rehydration | renal_disease | respiratory_distress | respiratory_rate | restlessness | rhinitis | sbp | serology_interpretation | shock | shock_resucitation | skin_describe | skin_flush | skin_rash | treatment_haemorrhage | vomiting | vomiting_level | wbc | weight | day_from_enrolment | day_from_admission | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 581 | 20-0774 | 2013-12-13 | NaN | False | 53.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | False | False | False | False | False | 37.2 | False | False | True | D60 | False | NaN | NaN | NaN | True | RL | 90.0 | False | False | NaN | Male | True | 54.50 | 18.5 | NaN | 160.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 23.3 | False | NaN | False | 35.5 | NaN | 40.7 | False | 5850.0 | Lab-confirmed Dengue | NaN | DENV-3 | False | False | False | False | False | 54.0 | False | 84.0 | False | True | NaN | False | 20.0 | False | False | 150.0 | NaN | False | False | NaN | False | False | False | False | NaN | 4.5 | 65.0 | 1.0 | 2.0 |
| 582 | 20-0774 | 2013-12-14 | NaN | False | 53.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | False | False | False | False | 36.7 | True | False | True | D60 | False | NaN | NaN | NaN | True | RL | 80.0 | False | False | NaN | Male | True | 51.20 | 17.6 | NaN | 160.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 29.2 | False | NaN | False | 32.2 | NaN | 36.9 | False | 3500.0 | Lab-confirmed Dengue | NaN | DENV-3 | False | False | False | False | False | 53.0 | False | 100.0 | False | True | NaN | False | 20.0 | False | False | 120.0 | NaN | False | False | NaN | False | False | False | False | NaN | 7.4 | 65.0 | 2.0 | 3.0 |
| 583 | 20-0774 | 2013-12-15 | NaN | False | 53.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | False | False | False | False | 36.8 | True | False | True | D60 | False | NaN | NaN | NaN | True | RL | 70.0 | False | False | NaN | Male | True | 52.15 | 18.3 | NaN | 160.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 38.3 | False | NaN | False | 14.6 | NaN | 45.9 | False | 3500.0 | Lab-confirmed Dengue | NaN | DENV-3 | False | False | False | False | False | 71.0 | False | 100.0 | False | True | NaN | False | 20.0 | False | False | 110.0 | NaN | False | False | NaN | False | False | False | False | NaN | 7.0 | 65.0 | 3.0 | 4.0 |
| 584 | 20-0774 | 2013-12-16 | NaN | False | 53.0 | NaN | NaN | False | True | False | NaN | False | NaN | False | True | False | False | False | False | 36.7 | True | False | True | D60 | False | NaN | NaN | NaN | True | RL | 96.0 | False | False | NaN | Male | True | 53.10 | 17.4 | NaN | 160.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 37.1 | True | H: ADALAT 10MG | False | 12.0 | NaN | 49.8 | False | NaN | Lab-confirmed Dengue | NaN | DENV-3 | False | False | False | False | False | 109.0 | False | 96.0 | False | True | NaN | False | 18.0 | False | False | 150.0 | NaN | False | False | NaN | False | False | False | False | NaN | 6.9 | 65.0 | 4.0 | 5.0 |
| 585 | 20-0774 | 2013-12-23 | NaN | NaN | 53.0 | 40.0 | 40.0 | False | True | NaN | NaN | False | 26.0 | False | NaN | False | False | False | NaN | NaN | True | False | NaN | NaN | NaN | NaN | 49.0 | 74.0 | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | 54.00 | 17.1 | NaN | 160.0 | NaN | NaN | 27.34 | Positive | 41.05 | Positive | NaN | NaN | NaN | NaN | NaN | NaN | 37.3 | NaN | NaN | NaN | 9.8 | NaN | 49.0 | False | NaN | Lab-confirmed Dengue | NaN | DENV-3 | False | False | NaN | NaN | False | 323.0 | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | False | False | NaN | False | NaN | 7.3 | 65.0 | 11.0 | 12.0 |
| 586 | 20-0774 | 2013-12-16 | NaN | NaN | 53.0 | NaN | NaN | False | True | NaN | NaN | False | NaN | False | NaN | False | False | False | NaN | NaN | True | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | NaN | 160.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | Lab-confirmed Dengue | NaN | DENV-3 | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | False | False | NaN | False | NaN | NaN | 65.0 | 369.0 | 370.0 |
| 587 | 20-0775 | 2013-12-13 | NaN | NaN | 34.0 | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | False | False | False | NaN | NaN | True | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | Female | NaN | NaN | NaN | 1.0 | 158.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | False | NaN | Lab-confirmed Dengue | NaN | <LOD | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | True | True | NaN | NaN | NaN | NaN | 50.0 | -5.0 | -5.0 |
| 588 | 20-0775 | 2013-12-18 | NaN | False | 34.0 | NaN | 20.0 | False | False | NaN | NaN | False | 24.0 | False | NaN | False | False | False | NaN | 38.5 | True | False | NaN | NaN | False | False | NaN | 70.0 | NaN | NaN | 89.0 | False | NaN | NaN | Female | NaN | 40.50 | 13.3 | NaN | 158.0 | False | False | 14.08 | Negative | 29.20 | Positive | NaN | False | False | NaN | False | NaN | 29.2 | NaN | NaN | False | 20.1 | NaN | 39.9 | False | NaN | Lab-confirmed Dengue | 0.0 | <LOD | False | False | False | NaN | False | 120.0 | False | 79.0 | False | NaN | False | False | 20.0 | False | NaN | 58.0 | Inconclusive | False | NaN | MACULAR | True | True | NaN | NaN | NaN | 2.5 | 50.0 | 0.0 | 0.0 |
| 589 | 20-0775 | 2013-12-19 | NaN | False | 34.0 | NaN | NaN | False | False | False | NaN | False | NaN | False | True | True | False | False | NaN | 36.8 | True | False | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | 60.0 | False | NaN | NaN | Female | NaN | 38.70 | 13.0 | NaN | 158.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 42.7 | False | NaN | False | 20.8 | NaN | 35.7 | False | NaN | Lab-confirmed Dengue | NaN | <LOD | False | False | True | NaN | False | 113.0 | False | 80.0 | False | NaN | NaN | False | 20.0 | False | False | 100.0 | NaN | False | NaN | NaN | True | True | NaN | NaN | NaN | 3.2 | 50.0 | 1.0 | 1.0 |
| 590 | 20-0775 | 2013-12-20 | NaN | False | 34.0 | NaN | NaN | False | False | False | NaN | False | NaN | False | True | False | False | False | NaN | 37.0 | True | False | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | 70.0 | False | NaN | NaN | Female | NaN | 38.70 | 12.9 | NaN | 158.0 | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | False | NaN | 41.3 | False | NaN | False | 20.7 | NaN | 36.7 | False | NaN | Lab-confirmed Dengue | NaN | <LOD | False | False | False | NaN | False | 135.0 | False | 78.0 | False | NaN | NaN | False | 20.0 | False | False | 100.0 | NaN | False | NaN | NaN | True | True | NaN | NaN | NaN | 5.4 | 50.0 | 2.0 | 2.0 |